diff --git a/.idea/copyright/MiraGeoscience.xml b/.idea/copyright/MiraGeoscience.xml
index 6c1fafb5..4ecba321 100644
--- a/.idea/copyright/MiraGeoscience.xml
+++ b/.idea/copyright/MiraGeoscience.xml
@@ -1,6 +1,8 @@
 <component name="CopyrightManager">
   <copyright>
-    <option name="notice" value="Copyright (c) &amp;#36;originalComment.match(&quot;Copyright \(c\) (\d+)&quot;, 1, &quot;-&quot;, &quot;&amp;#36;today.year&quot;)&amp;#36;today.year Mira Geoscience Ltd.&#10;All rights reserved.&#10;&#10;This file is part of simpeg-drivers.&#10;&#10;The software and information contained herein are proprietary to, and&#10;comprise valuable trade secrets of, Mira Geoscience, which&#10;intend to preserve as trade secrets such software and information.&#10;This software is furnished pursuant to a written license agreement and&#10;may be used, copied, transmitted, and stored only in accordance with&#10;the terms of such license and with the inclusion of the above copyright&#10;notice.  This software and information or any other copies thereof may&#10;not be provided or otherwise made available to any other person.&#10;" />
+    <option name="allowReplaceRegexp" value="Copyright .*Mira Geoscience" />
+    <option name="keyword" value="Copyright .*" />
+    <option name="notice" value="Copyright (c) &amp;#36;originalComment.match(&quot;Copyright \(c\) (\d+)&quot;, 1, &quot;-&quot;, &quot;&amp;#36;today.year&quot;)&amp;#36;today.year Mira Geoscience Ltd.&#10;&#10;This file is part of simpeg-drivers package.&#10;&#10;simpeg-drivers is distributed under the terms and conditions of the MIT License&#10;(see LICENSE file at the root of this source code package).&#10;" />
     <option name="myName" value="MiraGeoscience" />
   </copyright>
-</component>
+</component>
\ No newline at end of file
diff --git a/.idea/copyright/profiles_settings.xml b/.idea/copyright/profiles_settings.xml
index 7c8bef69..e88ed244 100644
--- a/.idea/copyright/profiles_settings.xml
+++ b/.idea/copyright/profiles_settings.xml
@@ -8,12 +8,18 @@
       <option name="block" value="false" />
       <option name="separateBefore" value="true" />
       <option name="separateAfter" value="true" />
+      <option name="lenBefore" value="85" />
+      <option name="lenAfter" value="85" />
+      <option name="box" value="true" />
       <option name="filler" value="'" />
     </LanguageOptions>
     <LanguageOptions name="__TEMPLATE__">
       <option name="separateBefore" value="true" />
       <option name="separateAfter" value="true" />
+      <option name="lenBefore" value="85" />
+      <option name="lenAfter" value="85" />
+      <option name="box" value="true" />
       <option name="filler" value="'" />
     </LanguageOptions>
   </settings>
-</component>
+</component>
\ No newline at end of file
diff --git a/.idea/scopes/sources.xml b/.idea/scopes/sources.xml
index f8b70747..3d5e04c2 100644
--- a/.idea/scopes/sources.xml
+++ b/.idea/scopes/sources.xml
@@ -1,3 +1,3 @@
 <component name="DependencyValidationManager">
-  <scope name="sources" pattern="file:my_app/*||file:tests/*" />
-</component>
+  <scope name="sources" pattern="(file:simpeg_drivers//*||file:devtools//*||file:examples//*||file:tests//*||file:simpeg_drivers-assets/__init__.py||file:meta.yaml||file:package.rst||file:pyproject.toml||file:README*.rst||file:devtools//*)&amp;&amp;!file:*.png&amp;&amp;!file:*.svg&amp;&amp;!file:*.jpg&amp;&amp;!file:*//htmlcov//*&amp;&amp;!file:*//.*" />
+</component>
\ No newline at end of file
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index efc84b50..019e63c8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,12 +12,12 @@ ci:
 
 repos:
 -   repo: https://github.com/hadialqattan/pycln
-    rev: v2.4.0
+    rev: v2.5.0
     hooks:
     -   id: pycln
         args: [--config=pyproject.toml]
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.8.1
+    rev: v0.9.1
     hooks:
     -   id: ruff
         args:
@@ -42,11 +42,14 @@ repos:
     -   id: relint
         args: [-W]  # to fail on warnings
 -   repo: https://github.com/MiraGeoscience/pre-commit-hooks
-    rev: v1.0.1
+    rev: v1.1.0
     hooks:
     -   id: check-copyright
-        files: (^LICENSE|^README(|-dev).rst|\.py|\.pyi)$
-        exclude: (^\.|^docs/)
+        files: (^package\.rst|LICENSE|^README(|-dev).rst|^docs/intro\.md|\.py|\.pyi)$
+        exclude: (^\.|^docs/(?!intro\.md))
+        args:
+        -   --full-scan-files
+        -   intro.md
     -   id: prepare-commit-msg
     -   id: check-commit-msg
 -   repo: local
diff --git a/LICENSE b/LICENSE
index 81481380..63c947ce 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2024 Mira Geoscience
+Copyright (c) 2023-2025 Mira Geoscience Ltd.
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/README-dev.rst b/README-dev.rst
index 9a90fd67..33ca8a68 100644
--- a/README-dev.rst
+++ b/README-dev.rst
@@ -1,4 +1,3 @@
-
 Setup for development
 =====================
 
@@ -335,4 +334,4 @@ Here is a suggestion for some plugins you can install in PyCharm.
 
 Copyright
 ^^^^^^^^^
-Copyright (c) 2024 Mira Geoscience Ltd.
+Copyright (c) 2023-2025 Mira Geoscience Ltd.
diff --git a/README.rst b/README.rst
index c0e2bf03..3e6ddad2 100644
--- a/README.rst
+++ b/README.rst
@@ -168,4 +168,4 @@ Third Party Software notices and/or additional terms and conditions are located
 
 Copyright
 ^^^^^^^^^
-Copyright (c) 2024 Mira Geoscience Ltd.
+Copyright (c) 2023-2025 Mira Geoscience Ltd.
diff --git a/devtools/sync_files.py b/devtools/sync_files.py
index abb07502..ad5c6829 100644
--- a/devtools/sync_files.py
+++ b/devtools/sync_files.py
@@ -1,4 +1,12 @@
-#  Copyright (c) 2024 Mira Geoscience Ltd.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of python-training.
 
diff --git a/docs/intro.md b/docs/intro.md
index 60477fb6..e6f98703 100644
--- a/docs/intro.md
+++ b/docs/intro.md
@@ -17,4 +17,4 @@ This document contains training material for geophysical inversions using [SimPE
 ```{bibliography}
 ```
 
- Copyright (c) 2024 Mira Geoscience Ltd.
+ Copyright (c) 2024-2025 Mira Geoscience Ltd.
diff --git a/environments/py-3.10-linux-64-dev.conda.lock.yml b/environments/py-3.10-linux-64-dev.conda.lock.yml
index 59682cfd..a76e84db 100644
--- a/environments/py-3.10-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.10-linux-64-dev.conda.lock.yml
@@ -8,43 +8,44 @@ channels:
 dependencies:
   - _libgcc_mutex=0.1=conda_forge
   - _openmp_mutex=4.5=2_kmp_llvm
-  - accessible-pygments=0.0.5=pyhd8ed1ab_0
+  - accessible-pygments=0.0.5=pyhd8ed1ab_1
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.7.0=pyhd8ed1ab_1
-  - anyio=4.7.0=pyhd8ed1ab_0
+  - anyio=4.8.0=pyhd8ed1ab_0
   - argon2-cffi=23.1.0=pyhd8ed1ab_1
   - argon2-cffi-bindings=21.2.0=py310ha75aee5_5
   - arrow=1.3.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
-  - astroid=3.3.6=py310hff52083_0
+  - astroid=3.3.8=py310hff52083_0
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
-  - attrs=24.2.0=pyh71513ae_1
+  - attrs=24.3.0=pyh71513ae_0
   - babel=2.16.0=pyhd8ed1ab_1
   - beautifulsoup4=4.12.3=pyha770c72_1
-  - bleach=6.2.0=pyhd8ed1ab_1
+  - bleach=6.2.0=pyhd8ed1ab_3
+  - bleach-with-css=6.2.0=hd8ed1ab_3
   - brotli=1.1.0=hb9d3cd8_2
   - brotli-bin=1.1.0=hb9d3cd8_2
   - brotli-python=1.1.0=py310hf71b8c6_2
   - bzip2=1.0.8=h4bc722e_7
-  - c-ares=1.34.3=hb9d3cd8_1
-  - ca-certificates=2024.8.30=hbcca054_0
+  - c-ares=1.34.4=hb9d3cd8_0
+  - ca-certificates=2024.12.14=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py310h8deb56e_0
-  - charset-normalizer=3.4.0=pyhd8ed1ab_1
-  - click=8.1.7=unix_pyh707e725_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - charset-normalizer=3.4.1=pyhd8ed1ab_0
+  - click=8.1.8=pyh707e725_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.2=pyhd8ed1ab_1
   - contourpy=1.3.1=py310h3788b33_0
-  - coverage=7.6.9=py310h89163eb_0
+  - coverage=7.6.10=py310h89163eb_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py310ha75aee5_1
+  - cytoolz=1.0.1=py310ha75aee5_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - dataclasses=0.8=pyhc8e2a94_3
-  - debugpy=1.8.10=py310hf71b8c6_0
+  - debugpy=1.8.11=py310hf71b8c6_0
   - decorator=5.1.1=pyhd8ed1ab_1
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - dill=0.3.9=pyhd8ed1ab_1
@@ -55,17 +56,17 @@ dependencies:
   - entrypoints=0.4=pyhd8ed1ab_1
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py310h89163eb_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py310h89163eb_1
   - fqdn=1.5.1=pyhd8ed1ab_1
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310hcb52e73_4
-  - greenlet=3.1.1=py310hf71b8c6_0
+  - greenlet=3.1.1=py310hf71b8c6_1
   - h11=0.14.0=pyhd8ed1ab_1
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py310h60e0fe6_102
-  - hdf5=1.14.3=nompi_h2d575fe_108
+  - h5py=3.12.1=nompi_py310hacc6608_103
+  - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - httpcore=1.0.7=pyh29332c3_1
   - httpx=0.28.1=pyhd8ed1ab_0
@@ -74,35 +75,35 @@ dependencies:
   - imagesize=1.4.1=pyhd8ed1ab_0
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - importlib_resources=6.4.5=pyhd8ed1ab_1
+  - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh3099207_0
-  - ipython=8.30.0=pyh707e725_0
+  - ipython=8.31.0=pyh707e725_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - isort=5.13.2=pyhd8ed1ab_1
   - jedi=0.19.2=pyhd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - json5=0.10.0=pyhd8ed1ab_1
   - jsonpointer=3.0.0=py310hff52083_1
   - jsonschema=4.23.0=pyhd8ed1ab_1
   - jsonschema-specifications=2024.10.1=pyhd8ed1ab_1
   - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_1
-  - jupyter-book=1.0.3=pyhd8ed1ab_0
+  - jupyter-book=1.0.3=pyhd8ed1ab_1
   - jupyter-cache=1.0.1=pyhff2d567_0
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh31011fe_1
-  - jupyter_events=0.10.0=pyhd8ed1ab_1
-  - jupyter_server=2.14.2=pyhd8ed1ab_1
+  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.3=pyhd8ed1ab_0
+  - jupyterlab=4.3.4=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
-  - jupytext=1.16.4=pyh80e38bb_0
+  - jupytext=1.16.6=pyh80e38bb_0
   - keyutils=1.6.1=h166bdaf_0
   - kiwisolver=1.4.7=py310h3788b33_0
   - krb5=1.21.3=h659f571_0
@@ -116,10 +117,10 @@ dependencies:
   - libbrotlidec=1.1.0=hb9d3cd8_2
   - libbrotlienc=1.1.0=hb9d3cd8_2
   - libcblas=3.9.0=20_linux64_mkl
-  - libcurl=8.10.1=hbbe4b11_0
-  - libdeflate=1.22=hb9d3cd8_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
-  - libedit=3.1.20191231=he28a2e2_2
+  - libcurl=8.11.1=h332b0f4_0
+  - libdeflate=1.23=h4ddbbb0_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
+  - libedit=3.1.20240808=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libffi=3.4.2=h7f98852_5
   - libgcc=14.2.0=h77fa898_1
@@ -134,21 +135,21 @@ dependencies:
   - liblzma=5.6.3=hb9d3cd8_1
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
-  - libpng=1.6.44=hadc24fc_0
+  - libpng=1.6.45=h943b412_0
   - libsodium=1.0.20=h4ab18f5_0
   - libsqlite=3.47.2=hee588c1_0
   - libssh2=1.11.1=hf672d98_0
   - libstdcxx=14.2.0=hc0a3c3a_1
   - libstdcxx-ng=14.2.0=h4852527_1
-  - libtiff=4.7.0=hc4654cb_2
+  - libtiff=4.7.0=hd9ff511_3
   - libuuid=2.38.1=h0b41bf4_0
-  - libwebp-base=1.4.0=hd590300_0
+  - libwebp-base=1.5.0=h851e524_0
   - libxcb=1.17.0=h8a09558_0
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=19.1.5=h024ca30_0
+  - llvm-openmp=19.1.6=h024ca30_0
   - llvmlite=0.43.0=py310h1a6248f_1
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
@@ -158,58 +159,58 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.0.2=pyhd8ed1ab_1
+  - mistune=3.1.0=pyhd8ed1ab_0
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py310h3788b33_0
   - munkres=1.1.4=pyh9f0ad1d_0
-  - myst-nb=1.1.2=pyhd8ed1ab_0
+  - myst-nb=1.1.2=pyhd8ed1ab_1
   - myst-parser=1.0.0=pyhd8ed1ab_0
-  - nbclient=0.10.1=pyhd8ed1ab_0
-  - nbconvert=7.16.4=hd8ed1ab_2
-  - nbconvert-core=7.16.4=pyhff2d567_2
-  - nbconvert-pandoc=7.16.4=hd8ed1ab_2
+  - nbclient=0.10.2=pyhd8ed1ab_0
+  - nbconvert=7.16.5=hd8ed1ab_1
+  - nbconvert-core=7.16.5=pyhd8ed1ab_1
+  - nbconvert-pandoc=7.16.5=hd8ed1ab_1
   - nbformat=5.10.4=pyhd8ed1ab_1
   - ncurses=6.5=he02047a_1
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
-  - notebook=7.3.1=pyhd8ed1ab_0
+  - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numba=0.60.0=py310h5dc88bb_0
   - numcodecs=0.13.1=py310h5eaa309_0
   - numpy=1.26.4=py310hb13e2d6_0
   - openjpeg=2.5.3=h5fbd93e_0
-  - openssl=3.4.0=hb9d3cd8_0
-  - overrides=7.7.0=pyhd8ed1ab_0
+  - openssl=3.4.0=h7b32b05_1
+  - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py310h5eaa309_1
-  - pandoc=3.6=ha770c72_0
+  - pandoc=3.6.1=ha770c72_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pexpect=4.9.0=pyhd8ed1ab_1
   - pickleshare=0.7.5=pyhd8ed1ab_1004
   - pillow=10.3.0=py310hebfe307_1
-  - pip=24.3.1=pyh8b19718_0
+  - pip=24.3.1=pyh8b19718_2
   - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_2
   - platformdirs=4.3.6=pyhd8ed1ab_1
   - pluggy=1.5.0=pyhd8ed1ab_1
   - prometheus_client=0.21.1=pyhd8ed1ab_0
   - prompt-toolkit=3.0.48=pyha770c72_1
-  - psutil=6.1.0=py310ha75aee5_0
+  - psutil=6.1.1=py310ha75aee5_0
   - pthread-stubs=0.4=hb9d3cd8_1002
   - ptyprocess=0.7.0=pyhd8ed1ab_1
   - pure_eval=0.2.3=pyhd8ed1ab_1
   - pybtex=0.24.0=pyhd8ed1ab_3
   - pybtex-docutils=1.0.3=py310hff52083_2
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py310h505e2c1_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py310h505e2c1_0
   - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0
   - pydiso=0.1.2=py310h7b68af5_0
-  - pygments=2.18.0=pyhd8ed1ab_1
-  - pylint=3.3.2=pyhd8ed1ab_1
+  - pygments=2.19.1=pyhd8ed1ab_0
+  - pylint=3.3.3=pyhd8ed1ab_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyha55dd90_7
   - pytest=8.3.4=pyhd8ed1ab_1
   - pytest-cov=6.0.0=pyhd8ed1ab_1
@@ -223,7 +224,7 @@ dependencies:
   - pyyaml=6.0.2=py310ha75aee5_1
   - pyzmq=26.2.0=py310h71f11fc_3
   - readline=8.2=h8228510_1
-  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_0
+  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.35.1=pyhd8ed1ab_1
   - requests=2.32.3=pyhd8ed1ab_1
   - rfc3339-validator=0.1.4=pyhd8ed1ab_1
@@ -232,21 +233,21 @@ dependencies:
   - scikit-learn=1.4.2=py310h981052a_1
   - scipy=1.14.1=py310hfcf56fc_2
   - send2trash=1.8.3=pyh0d859eb_1
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
-  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0
-  - sphinx-comments=0.0.3=pyh9f0ad1d_0
-  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0
+  - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
+  - sphinx-comments=0.0.3=pyhd8ed1ab_1
+  - sphinx-copybutton=0.5.2=pyhd8ed1ab_1
   - sphinx-design=0.6.1=pyhd8ed1ab_0
-  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0
-  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0
-  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0
-  - sphinx-thebe=0.3.1=pyhd8ed1ab_0
+  - sphinx-external-toc=1.0.1=pyhd8ed1ab_1
+  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_1
+  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_1
+  - sphinx-thebe=0.3.1=pyhd8ed1ab_1
   - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
   - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-bibtex=2.5.0=pyhd8ed1ab_0
@@ -255,7 +256,7 @@ dependencies:
   - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_1
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_1
-  - sqlalchemy=2.0.36=py310ha75aee5_0
+  - sqlalchemy=2.0.37=py310ha75aee5_0
   - stack_data=0.6.3=pyhd8ed1ab_1
   - tabulate=0.9.0=pyhd8ed1ab_2
   - tbb=2021.12.0=h84d6215_4
@@ -264,12 +265,12 @@ dependencies:
   - threadpoolctl=3.5.0=pyhc1e730c_0
   - tinycss2=1.4.0=pyhd8ed1ab_0
   - tk=8.6.13=noxft_h4845f30_101
-  - toml=0.10.2=pyhd8ed1ab_0
+  - toml=0.10.2=pyhd8ed1ab_1
   - tomli=2.2.1=pyhd8ed1ab_1
   - tomlkit=0.13.2=pyha770c72_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py310ha75aee5_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - traitlets=5.14.3=pyhd8ed1ab_1
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - typing-extensions=4.12.2=hd8ed1ab_1
@@ -279,14 +280,14 @@ dependencies:
   - uc-micro-py=1.0.3=pyhd8ed1ab_1
   - unicodedata2=15.1.0=py310ha75aee5_1
   - uri-template=1.3.0=pyhd8ed1ab_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - wcwidth=0.2.13=pyhd8ed1ab_1
   - webcolors=24.11.1=pyhd8ed1ab_0
   - webencodings=0.5.1=pyhd8ed1ab_3
   - websocket-client=1.8.0=pyhd8ed1ab_1
   - wheel=0.45.1=pyhd8ed1ab_1
   - widgetsnbextension=3.6.10=pyhd8ed1ab_0
-  - xorg-libxau=1.0.11=hb9d3cd8_1
+  - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
@@ -296,11 +297,11 @@ dependencies:
   - zstandard=0.23.0=py310ha39cb0e_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.10-linux-64.conda.lock.yml b/environments/py-3.10-linux-64.conda.lock.yml
index 1eb8549f..e2e65768 100644
--- a/environments/py-3.10-linux-64.conda.lock.yml
+++ b/environments/py-3.10-linux-64.conda.lock.yml
@@ -14,35 +14,35 @@ dependencies:
   - brotli-bin=1.1.0=hb9d3cd8_2
   - brotli-python=1.1.0=py310hf71b8c6_2
   - bzip2=1.0.8=h4bc722e_7
-  - c-ares=1.34.3=hb9d3cd8_1
-  - ca-certificates=2024.8.30=hbcca054_0
+  - c-ares=1.34.4=hb9d3cd8_0
+  - ca-certificates=2024.12.14=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py310h8deb56e_0
-  - click=8.1.7=unix_pyh707e725_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - click=8.1.8=pyh707e725_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.1=py310h3788b33_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py310ha75aee5_1
+  - cytoolz=1.0.1=py310ha75aee5_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - discretize=0.10.0=py310hcb52e73_1
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py310h89163eb_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py310h89163eb_1
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310hcb52e73_4
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py310h60e0fe6_102
-  - hdf5=1.14.3=nompi_h2d575fe_108
+  - h5py=3.12.1=nompi_py310hacc6608_103
+  - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - hyperframe=6.0.1=pyhd8ed1ab_1
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - keyutils=1.6.1=h166bdaf_0
   - kiwisolver=1.4.7=py310h3788b33_0
@@ -56,10 +56,10 @@ dependencies:
   - libbrotlidec=1.1.0=hb9d3cd8_2
   - libbrotlienc=1.1.0=hb9d3cd8_2
   - libcblas=3.9.0=20_linux64_mkl
-  - libcurl=8.10.1=hbbe4b11_0
-  - libdeflate=1.22=hb9d3cd8_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
-  - libedit=3.1.20191231=he28a2e2_2
+  - libcurl=8.11.1=h332b0f4_0
+  - libdeflate=1.23=h4ddbbb0_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
+  - libedit=3.1.20240808=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libffi=3.4.2=h7f98852_5
   - libgcc=14.2.0=h77fa898_1
@@ -74,19 +74,19 @@ dependencies:
   - liblzma=5.6.3=hb9d3cd8_1
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
-  - libpng=1.6.44=hadc24fc_0
+  - libpng=1.6.45=h943b412_0
   - libsqlite=3.47.2=hee588c1_0
   - libssh2=1.11.1=hf672d98_0
   - libstdcxx=14.2.0=hc0a3c3a_1
   - libstdcxx-ng=14.2.0=h4852527_1
-  - libtiff=4.7.0=hc4654cb_2
+  - libtiff=4.7.0=hd9ff511_3
   - libuuid=2.38.1=h0b41bf4_0
-  - libwebp-base=1.4.0=hd590300_0
+  - libwebp-base=1.5.0=h851e524_0
   - libxcb=1.17.0=h8a09558_0
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=19.1.5=h024ca30_0
+  - llvm-openmp=19.1.6=h024ca30_0
   - llvmlite=0.43.0=py310h1a6248f_1
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
@@ -99,21 +99,21 @@ dependencies:
   - numcodecs=0.13.1=py310h5eaa309_0
   - numpy=1.26.4=py310hb13e2d6_0
   - openjpeg=2.5.3=h5fbd93e_0
-  - openssl=3.4.0=hb9d3cd8_0
+  - openssl=3.4.0=h7b32b05_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py310h5eaa309_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=10.3.0=py310hebfe307_1
-  - pip=24.3.1=pyh8b19718_0
-  - psutil=6.1.0=py310ha75aee5_0
+  - pip=24.3.1=pyh8b19718_2
+  - psutil=6.1.1=py310ha75aee5_0
   - pthread-stubs=0.4=hb9d3cd8_1002
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py310h505e2c1_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py310h505e2c1_0
   - pydiso=0.1.2=py310h7b68af5_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyha55dd90_7
   - python=3.10.16=he725a3c_1_cpython
   - python-dateutil=2.9.0.post0=pyhff2d567_1
@@ -124,7 +124,7 @@ dependencies:
   - readline=8.2=h8228510_1
   - scikit-learn=1.4.2=py310h981052a_1
   - scipy=1.14.1=py310hfcf56fc_2
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - tbb=2021.12.0=h84d6215_4
@@ -133,14 +133,14 @@ dependencies:
   - tk=8.6.13=noxft_h4845f30_101
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py310ha75aee5_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - tzdata=2024b=hc8b5060_0
   - unicodedata2=15.1.0=py310ha75aee5_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - wheel=0.45.1=pyhd8ed1ab_1
-  - xorg-libxau=1.0.11=hb9d3cd8_1
+  - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
@@ -149,11 +149,11 @@ dependencies:
   - zstandard=0.23.0=py310ha39cb0e_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.10-win-64-dev.conda.lock.yml b/environments/py-3.10-win-64-dev.conda.lock.yml
index 5e8bc8d8..52b8fbd3 100644
--- a/environments/py-3.10-win-64-dev.conda.lock.yml
+++ b/environments/py-3.10-win-64-dev.conda.lock.yml
@@ -6,43 +6,44 @@ channels:
   - conda-forge
   - nodefaults
 dependencies:
-  - accessible-pygments=0.0.5=pyhd8ed1ab_0
+  - accessible-pygments=0.0.5=pyhd8ed1ab_1
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.7.0=pyhd8ed1ab_1
-  - anyio=4.7.0=pyhd8ed1ab_0
+  - anyio=4.8.0=pyhd8ed1ab_0
   - argon2-cffi=23.1.0=pyhd8ed1ab_1
   - argon2-cffi-bindings=21.2.0=py310ha8f682b_5
   - arrow=1.3.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
-  - astroid=3.3.6=py310h5588dad_0
+  - astroid=3.3.8=py310h5588dad_0
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
-  - attrs=24.2.0=pyh71513ae_1
+  - attrs=24.3.0=pyh71513ae_0
   - babel=2.16.0=pyhd8ed1ab_1
   - beautifulsoup4=4.12.3=pyha770c72_1
-  - bleach=6.2.0=pyhd8ed1ab_1
+  - bleach=6.2.0=pyhd8ed1ab_3
+  - bleach-with-css=6.2.0=hd8ed1ab_3
   - brotli=1.1.0=h2466b09_2
   - brotli-bin=1.1.0=h2466b09_2
   - brotli-python=1.1.0=py310h9e98ed7_2
   - bzip2=1.0.8=h2466b09_7
-  - ca-certificates=2024.8.30=h56e8100_0
+  - ca-certificates=2024.12.14=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py310ha8f682b_0
-  - charset-normalizer=3.4.0=pyhd8ed1ab_1
-  - click=8.1.7=win_pyh7428d3b_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - charset-normalizer=3.4.1=pyhd8ed1ab_0
+  - click=8.1.8=pyh7428d3b_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.2=pyhd8ed1ab_1
   - contourpy=1.3.1=py310hc19bc0b_0
-  - coverage=7.6.9=py310h38315fa_0
+  - coverage=7.6.10=py310h38315fa_0
   - cpython=3.10.16=py310hd8ed1ab_1
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py310ha8f682b_1
+  - cytoolz=1.0.1=py310ha8f682b_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - dataclasses=0.8=pyhc8e2a94_3
-  - debugpy=1.8.10=py310h9e98ed7_0
+  - debugpy=1.8.11=py310h9e98ed7_0
   - decorator=5.1.1=pyhd8ed1ab_1
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - dill=0.3.9=pyhd8ed1ab_1
@@ -53,17 +54,17 @@ dependencies:
   - entrypoints=0.4=pyhd8ed1ab_1
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py310h38315fa_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py310h38315fa_1
   - fqdn=1.5.1=pyhd8ed1ab_1
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310h4856b71_4
-  - greenlet=3.1.1=py310h9e98ed7_0
+  - greenlet=3.1.1=py310h9e98ed7_1
   - h11=0.14.0=pyhd8ed1ab_1
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py310h2b0be38_102
-  - hdf5=1.14.3=nompi_hd5d9e70_108
+  - h5py=3.12.1=nompi_py310h972678a_103
+  - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - httpcore=1.0.7=pyh29332c3_1
   - httpx=0.28.1=pyhd8ed1ab_0
@@ -72,36 +73,36 @@ dependencies:
   - imagesize=1.4.1=pyhd8ed1ab_0
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - importlib_resources=6.4.5=pyhd8ed1ab_1
+  - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
   - ipykernel=6.29.5=pyh4bbf305_0
-  - ipython=8.30.0=pyh7428d3b_0
+  - ipython=8.31.0=pyh7428d3b_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - isort=5.13.2=pyhd8ed1ab_1
   - jedi=0.19.2=pyhd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - json5=0.10.0=pyhd8ed1ab_1
   - jsonpointer=3.0.0=py310h5588dad_1
   - jsonschema=4.23.0=pyhd8ed1ab_1
   - jsonschema-specifications=2024.10.1=pyhd8ed1ab_1
   - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_1
-  - jupyter-book=1.0.3=pyhd8ed1ab_0
+  - jupyter-book=1.0.3=pyhd8ed1ab_1
   - jupyter-cache=1.0.1=pyhff2d567_0
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh5737063_1
-  - jupyter_events=0.10.0=pyhd8ed1ab_1
-  - jupyter_server=2.14.2=pyhd8ed1ab_1
+  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.3=pyhd8ed1ab_0
+  - jupyterlab=4.3.4=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
-  - jupytext=1.16.4=pyh80e38bb_0
+  - jupytext=1.16.6=pyh80e38bb_0
   - kiwisolver=1.4.7=py310hc19bc0b_0
   - krb5=1.21.3=hdf4eb48_0
   - latexcodec=2.0.1=pyh9f0ad1d_0
@@ -113,21 +114,21 @@ dependencies:
   - libbrotlidec=1.1.0=h2466b09_2
   - libbrotlienc=1.1.0=h2466b09_2
   - libcblas=3.9.0=20_win64_mkl
-  - libcurl=8.10.1=h1ee3ff0_0
-  - libdeflate=1.22=h2466b09_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
+  - libcurl=8.11.1=h88aaa65_0
+  - libdeflate=1.23=h9062f6e_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
   - libffi=3.4.2=h8ffe710_5
   - libhwloc=2.11.1=default_h8125262_1000
   - libiconv=1.17=hcfcfb64_2
   - libjpeg-turbo=3.0.0=hcfcfb64_1
   - liblapack=3.9.0=20_win64_mkl
   - liblzma=5.6.3=h2466b09_1
-  - libpng=1.6.44=h3ca93ac_0
+  - libpng=1.6.45=had7236b_0
   - libsodium=1.0.20=hc70643c_0
   - libsqlite=3.47.2=h67fdade_0
   - libssh2=1.11.1=he619c9f_0
-  - libtiff=4.7.0=hdefb170_2
-  - libwebp-base=1.4.0=hcfcfb64_0
+  - libtiff=4.7.0=h797046b_3
+  - libwebp-base=1.5.0=h3b0e114_0
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
@@ -146,57 +147,57 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.0.2=pyhd8ed1ab_1
+  - mistune=3.1.0=pyhd8ed1ab_0
   - mkl=2023.2.0=h6a75c08_50497
   - msgpack-python=1.1.0=py310hc19bc0b_0
   - msys2-conda-epoch=20160418=1
   - munkres=1.1.4=pyh9f0ad1d_0
-  - myst-nb=1.1.2=pyhd8ed1ab_0
+  - myst-nb=1.1.2=pyhd8ed1ab_1
   - myst-parser=1.0.0=pyhd8ed1ab_0
-  - nbclient=0.10.1=pyhd8ed1ab_0
-  - nbconvert=7.16.4=hd8ed1ab_2
-  - nbconvert-core=7.16.4=pyhff2d567_2
-  - nbconvert-pandoc=7.16.4=hd8ed1ab_2
+  - nbclient=0.10.2=pyhd8ed1ab_0
+  - nbconvert=7.16.5=hd8ed1ab_1
+  - nbconvert-core=7.16.5=pyhd8ed1ab_1
+  - nbconvert-pandoc=7.16.5=hd8ed1ab_1
   - nbformat=5.10.4=pyhd8ed1ab_1
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
-  - notebook=7.3.1=pyhd8ed1ab_0
+  - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numba=0.60.0=py310h7793332_0
   - numcodecs=0.13.1=py310hb4db72f_0
   - numpy=1.26.4=py310hf667824_0
   - openjpeg=2.5.3=h4d64b90_0
-  - openssl=3.4.0=h2466b09_0
-  - overrides=7.7.0=pyhd8ed1ab_0
+  - openssl=3.4.0=ha4e3fda_1
+  - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py310hb4db72f_1
-  - pandoc=3.6=h57928b3_0
+  - pandoc=3.6.1=h57928b3_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pickleshare=0.7.5=pyhd8ed1ab_1004
   - pillow=10.3.0=py310h3e38d90_1
-  - pip=24.3.1=pyh8b19718_0
+  - pip=24.3.1=pyh8b19718_2
   - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_2
   - platformdirs=4.3.6=pyhd8ed1ab_1
   - pluggy=1.5.0=pyhd8ed1ab_1
   - prometheus_client=0.21.1=pyhd8ed1ab_0
   - prompt-toolkit=3.0.48=pyha770c72_1
-  - psutil=6.1.0=py310ha8f682b_0
+  - psutil=6.1.1=py310ha8f682b_0
   - pthread-stubs=0.4=hcd874cb_1001
   - pthreads-win32=2.9.1=h2466b09_4
   - pure_eval=0.2.3=pyhd8ed1ab_1
   - pybtex=0.24.0=pyhd8ed1ab_3
   - pybtex-docutils=1.0.3=py310h5588dad_2
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py310hc226416_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py310hc226416_0
   - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0
   - pydiso=0.1.2=py310h5da8fee_0
-  - pygments=2.18.0=pyhd8ed1ab_1
-  - pylint=3.3.2=pyhd8ed1ab_1
+  - pygments=2.19.1=pyhd8ed1ab_0
+  - pylint=3.3.3=pyhd8ed1ab_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyh09c184e_7
   - pytest=8.3.4=pyhd8ed1ab_1
   - pytest-cov=6.0.0=pyhd8ed1ab_1
@@ -211,7 +212,7 @@ dependencies:
   - pywinpty=2.0.14=py310h9e98ed7_0
   - pyyaml=6.0.2=py310ha8f682b_1
   - pyzmq=26.2.0=py310h656833d_3
-  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_0
+  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.35.1=pyhd8ed1ab_1
   - requests=2.32.3=pyhd8ed1ab_1
   - rfc3339-validator=0.1.4=pyhd8ed1ab_1
@@ -220,21 +221,21 @@ dependencies:
   - scikit-learn=1.4.2=py310hf2a6c47_1
   - scipy=1.14.1=py310hbd0dde3_2
   - send2trash=1.8.3=pyh5737063_1
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
-  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0
-  - sphinx-comments=0.0.3=pyh9f0ad1d_0
-  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0
+  - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
+  - sphinx-comments=0.0.3=pyhd8ed1ab_1
+  - sphinx-copybutton=0.5.2=pyhd8ed1ab_1
   - sphinx-design=0.6.1=pyhd8ed1ab_0
-  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0
-  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0
-  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0
-  - sphinx-thebe=0.3.1=pyhd8ed1ab_0
+  - sphinx-external-toc=1.0.1=pyhd8ed1ab_1
+  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_1
+  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_1
+  - sphinx-thebe=0.3.1=pyhd8ed1ab_1
   - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
   - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-bibtex=2.5.0=pyhd8ed1ab_0
@@ -243,7 +244,7 @@ dependencies:
   - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_1
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_1
-  - sqlalchemy=2.0.36=py310ha8f682b_0
+  - sqlalchemy=2.0.37=py310ha8f682b_0
   - stack_data=0.6.3=pyhd8ed1ab_1
   - tabulate=0.9.0=pyhd8ed1ab_2
   - tbb=2021.12.0=hc790b64_4
@@ -252,12 +253,12 @@ dependencies:
   - threadpoolctl=3.5.0=pyhc1e730c_0
   - tinycss2=1.4.0=pyhd8ed1ab_0
   - tk=8.6.13=h5226925_1
-  - toml=0.10.2=pyhd8ed1ab_0
+  - toml=0.10.2=pyhd8ed1ab_1
   - tomli=2.2.1=pyhd8ed1ab_1
   - tomlkit=0.13.2=pyha770c72_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py310ha8f682b_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - traitlets=5.14.3=pyhd8ed1ab_1
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - typing-extensions=4.12.2=hd8ed1ab_1
@@ -268,7 +269,7 @@ dependencies:
   - ucrt=10.0.22621.0=h57928b3_1
   - unicodedata2=15.1.0=py310ha8f682b_1
   - uri-template=1.3.0=pyhd8ed1ab_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - vc=14.3=ha32ba9b_23
   - vc14_runtime=14.42.34433=he29a5d6_23
   - vs2015_runtime=14.42.34433=hdffcdeb_23
@@ -290,11 +291,11 @@ dependencies:
   - zstandard=0.23.0=py310he5e10e1_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.10-win-64.conda.lock.yml b/environments/py-3.10-win-64.conda.lock.yml
index e702f785..7f012d9c 100644
--- a/environments/py-3.10-win-64.conda.lock.yml
+++ b/environments/py-3.10-win-64.conda.lock.yml
@@ -12,35 +12,35 @@ dependencies:
   - brotli-bin=1.1.0=h2466b09_2
   - brotli-python=1.1.0=py310h9e98ed7_2
   - bzip2=1.0.8=h2466b09_7
-  - ca-certificates=2024.8.30=h56e8100_0
+  - ca-certificates=2024.12.14=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py310ha8f682b_0
-  - click=8.1.7=win_pyh7428d3b_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - click=8.1.8=pyh7428d3b_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.1=py310hc19bc0b_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py310ha8f682b_1
+  - cytoolz=1.0.1=py310ha8f682b_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - discretize=0.10.0=py310h4856b71_1
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py310h38315fa_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py310h38315fa_1
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310h4856b71_4
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py310h2b0be38_102
-  - hdf5=1.14.3=nompi_hd5d9e70_108
+  - h5py=3.12.1=nompi_py310h972678a_103
+  - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - hyperframe=6.0.1=pyhd8ed1ab_1
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - kiwisolver=1.4.7=py310hc19bc0b_0
   - krb5=1.21.3=hdf4eb48_0
@@ -52,20 +52,20 @@ dependencies:
   - libbrotlidec=1.1.0=h2466b09_2
   - libbrotlienc=1.1.0=h2466b09_2
   - libcblas=3.9.0=20_win64_mkl
-  - libcurl=8.10.1=h1ee3ff0_0
-  - libdeflate=1.22=h2466b09_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
+  - libcurl=8.11.1=h88aaa65_0
+  - libdeflate=1.23=h9062f6e_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
   - libffi=3.4.2=h8ffe710_5
   - libhwloc=2.11.1=default_h8125262_1000
   - libiconv=1.17=hcfcfb64_2
   - libjpeg-turbo=3.0.0=hcfcfb64_1
   - liblapack=3.9.0=20_win64_mkl
   - liblzma=5.6.3=h2466b09_1
-  - libpng=1.6.44=h3ca93ac_0
+  - libpng=1.6.45=had7236b_0
   - libsqlite=3.47.2=h67fdade_0
   - libssh2=1.11.1=he619c9f_0
-  - libtiff=4.7.0=hdefb170_2
-  - libwebp-base=1.4.0=hcfcfb64_0
+  - libtiff=4.7.0=h797046b_3
+  - libwebp-base=1.5.0=h3b0e114_0
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
@@ -86,22 +86,22 @@ dependencies:
   - numcodecs=0.13.1=py310hb4db72f_0
   - numpy=1.26.4=py310hf667824_0
   - openjpeg=2.5.3=h4d64b90_0
-  - openssl=3.4.0=h2466b09_0
+  - openssl=3.4.0=ha4e3fda_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py310hb4db72f_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=10.3.0=py310h3e38d90_1
-  - pip=24.3.1=pyh8b19718_0
-  - psutil=6.1.0=py310ha8f682b_0
+  - pip=24.3.1=pyh8b19718_2
+  - psutil=6.1.1=py310ha8f682b_0
   - pthread-stubs=0.4=hcd874cb_1001
   - pthreads-win32=2.9.1=h2466b09_4
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py310hc226416_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py310hc226416_0
   - pydiso=0.1.2=py310h5da8fee_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyh09c184e_7
   - python=3.10.16=h37870fc_1_cpython
   - python-dateutil=2.9.0.post0=pyhff2d567_1
@@ -111,7 +111,7 @@ dependencies:
   - pyyaml=6.0.2=py310ha8f682b_1
   - scikit-learn=1.4.2=py310hf2a6c47_1
   - scipy=1.14.1=py310hbd0dde3_2
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - tbb=2021.12.0=hc790b64_4
@@ -120,13 +120,13 @@ dependencies:
   - tk=8.6.13=h5226925_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py310ha8f682b_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - tzdata=2024b=hc8b5060_0
   - ucrt=10.0.22621.0=h57928b3_1
   - unicodedata2=15.1.0=py310ha8f682b_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - vc=14.3=ha32ba9b_23
   - vc14_runtime=14.42.34433=he29a5d6_23
   - vs2015_runtime=14.42.34433=hdffcdeb_23
@@ -141,11 +141,11 @@ dependencies:
   - zstandard=0.23.0=py310he5e10e1_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.11-linux-64-dev.conda.lock.yml b/environments/py-3.11-linux-64-dev.conda.lock.yml
index df106696..7a6694eb 100644
--- a/environments/py-3.11-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.11-linux-64-dev.conda.lock.yml
@@ -8,43 +8,44 @@ channels:
 dependencies:
   - _libgcc_mutex=0.1=conda_forge
   - _openmp_mutex=4.5=2_kmp_llvm
-  - accessible-pygments=0.0.5=pyhd8ed1ab_0
+  - accessible-pygments=0.0.5=pyhd8ed1ab_1
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.7.0=pyhd8ed1ab_1
-  - anyio=4.7.0=pyhd8ed1ab_0
+  - anyio=4.8.0=pyhd8ed1ab_0
   - argon2-cffi=23.1.0=pyhd8ed1ab_1
   - argon2-cffi-bindings=21.2.0=py311h9ecbd09_5
   - arrow=1.3.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
-  - astroid=3.3.6=py311h38be061_0
+  - astroid=3.3.8=py311h38be061_0
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
-  - attrs=24.2.0=pyh71513ae_1
+  - attrs=24.3.0=pyh71513ae_0
   - babel=2.16.0=pyhd8ed1ab_1
   - beautifulsoup4=4.12.3=pyha770c72_1
-  - bleach=6.2.0=pyhd8ed1ab_1
+  - bleach=6.2.0=pyhd8ed1ab_3
+  - bleach-with-css=6.2.0=hd8ed1ab_3
   - brotli=1.1.0=hb9d3cd8_2
   - brotli-bin=1.1.0=hb9d3cd8_2
   - brotli-python=1.1.0=py311hfdbb021_2
   - bzip2=1.0.8=h4bc722e_7
-  - c-ares=1.34.3=hb9d3cd8_1
-  - ca-certificates=2024.8.30=hbcca054_0
+  - c-ares=1.34.4=hb9d3cd8_0
+  - ca-certificates=2024.12.14=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py311hf29c0ef_0
-  - charset-normalizer=3.4.0=pyhd8ed1ab_1
-  - click=8.1.7=unix_pyh707e725_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - charset-normalizer=3.4.1=pyhd8ed1ab_0
+  - click=8.1.8=pyh707e725_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.2=pyhd8ed1ab_1
   - contourpy=1.3.1=py311hd18a35c_0
-  - coverage=7.6.9=py311h2dc5d0c_0
+  - coverage=7.6.10=py311h2dc5d0c_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py311h9ecbd09_1
+  - cytoolz=1.0.1=py311h9ecbd09_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - dataclasses=0.8=pyhc8e2a94_3
-  - debugpy=1.8.10=py311hfdbb021_0
+  - debugpy=1.8.11=py311hfdbb021_0
   - decorator=5.1.1=pyhd8ed1ab_1
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - dill=0.3.9=pyhd8ed1ab_1
@@ -55,17 +56,17 @@ dependencies:
   - entrypoints=0.4=pyhd8ed1ab_1
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py311h2dc5d0c_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py311h2dc5d0c_1
   - fqdn=1.5.1=pyhd8ed1ab_1
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h92ebd52_4
-  - greenlet=3.1.1=py311hfdbb021_0
+  - greenlet=3.1.1=py311hfdbb021_1
   - h11=0.14.0=pyhd8ed1ab_1
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py311hb639ac4_102
-  - hdf5=1.14.3=nompi_h2d575fe_108
+  - h5py=3.12.1=nompi_py311h5ed33ec_103
+  - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - httpcore=1.0.7=pyh29332c3_1
   - httpx=0.28.1=pyhd8ed1ab_0
@@ -74,35 +75,35 @@ dependencies:
   - imagesize=1.4.1=pyhd8ed1ab_0
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - importlib_resources=6.4.5=pyhd8ed1ab_1
+  - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh3099207_0
-  - ipython=8.30.0=pyh707e725_0
+  - ipython=8.31.0=pyh707e725_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - isort=5.13.2=pyhd8ed1ab_1
   - jedi=0.19.2=pyhd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - json5=0.10.0=pyhd8ed1ab_1
   - jsonpointer=3.0.0=py311h38be061_1
   - jsonschema=4.23.0=pyhd8ed1ab_1
   - jsonschema-specifications=2024.10.1=pyhd8ed1ab_1
   - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_1
-  - jupyter-book=1.0.3=pyhd8ed1ab_0
+  - jupyter-book=1.0.3=pyhd8ed1ab_1
   - jupyter-cache=1.0.1=pyhff2d567_0
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh31011fe_1
-  - jupyter_events=0.10.0=pyhd8ed1ab_1
-  - jupyter_server=2.14.2=pyhd8ed1ab_1
+  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.3=pyhd8ed1ab_0
+  - jupyterlab=4.3.4=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
-  - jupytext=1.16.4=pyh80e38bb_0
+  - jupytext=1.16.6=pyh80e38bb_0
   - keyutils=1.6.1=h166bdaf_0
   - kiwisolver=1.4.7=py311hd18a35c_0
   - krb5=1.21.3=h659f571_0
@@ -116,10 +117,10 @@ dependencies:
   - libbrotlidec=1.1.0=hb9d3cd8_2
   - libbrotlienc=1.1.0=hb9d3cd8_2
   - libcblas=3.9.0=20_linux64_mkl
-  - libcurl=8.10.1=hbbe4b11_0
-  - libdeflate=1.22=hb9d3cd8_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
-  - libedit=3.1.20191231=he28a2e2_2
+  - libcurl=8.11.1=h332b0f4_0
+  - libdeflate=1.23=h4ddbbb0_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
+  - libedit=3.1.20240808=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libexpat=2.6.4=h5888daf_0
   - libffi=3.4.2=h7f98852_5
@@ -135,21 +136,21 @@ dependencies:
   - liblzma=5.6.3=hb9d3cd8_1
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
-  - libpng=1.6.44=hadc24fc_0
+  - libpng=1.6.45=h943b412_0
   - libsodium=1.0.20=h4ab18f5_0
   - libsqlite=3.47.2=hee588c1_0
   - libssh2=1.11.1=hf672d98_0
   - libstdcxx=14.2.0=hc0a3c3a_1
   - libstdcxx-ng=14.2.0=h4852527_1
-  - libtiff=4.7.0=hc4654cb_2
+  - libtiff=4.7.0=hd9ff511_3
   - libuuid=2.38.1=h0b41bf4_0
-  - libwebp-base=1.4.0=hd590300_0
+  - libwebp-base=1.5.0=h851e524_0
   - libxcb=1.17.0=h8a09558_0
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvm-openmp=19.1.5=h024ca30_0
+  - llvm-openmp=19.1.6=h024ca30_0
   - llvmlite=0.43.0=py311h9c9ff8c_1
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
@@ -159,58 +160,58 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.0.2=pyhd8ed1ab_1
+  - mistune=3.1.0=pyhd8ed1ab_0
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py311hd18a35c_0
   - munkres=1.1.4=pyh9f0ad1d_0
-  - myst-nb=1.1.2=pyhd8ed1ab_0
+  - myst-nb=1.1.2=pyhd8ed1ab_1
   - myst-parser=1.0.0=pyhd8ed1ab_0
-  - nbclient=0.10.1=pyhd8ed1ab_0
-  - nbconvert=7.16.4=hd8ed1ab_2
-  - nbconvert-core=7.16.4=pyhff2d567_2
-  - nbconvert-pandoc=7.16.4=hd8ed1ab_2
+  - nbclient=0.10.2=pyhd8ed1ab_0
+  - nbconvert=7.16.5=hd8ed1ab_1
+  - nbconvert-core=7.16.5=pyhd8ed1ab_1
+  - nbconvert-pandoc=7.16.5=hd8ed1ab_1
   - nbformat=5.10.4=pyhd8ed1ab_1
   - ncurses=6.5=he02047a_1
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
-  - notebook=7.3.1=pyhd8ed1ab_0
+  - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numba=0.60.0=py311h4bc866e_0
   - numcodecs=0.14.1=py311h7db5c69_0
   - numpy=1.26.4=py311h64a7726_0
   - openjpeg=2.5.3=h5fbd93e_0
-  - openssl=3.4.0=hb9d3cd8_0
-  - overrides=7.7.0=pyhd8ed1ab_0
+  - openssl=3.4.0=h7b32b05_1
+  - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py311h7db5c69_1
-  - pandoc=3.6=ha770c72_0
+  - pandoc=3.6.1=ha770c72_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pexpect=4.9.0=pyhd8ed1ab_1
   - pickleshare=0.7.5=pyhd8ed1ab_1004
   - pillow=10.3.0=py311h82a398c_1
-  - pip=24.3.1=pyh8b19718_0
+  - pip=24.3.1=pyh8b19718_2
   - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_2
   - platformdirs=4.3.6=pyhd8ed1ab_1
   - pluggy=1.5.0=pyhd8ed1ab_1
   - prometheus_client=0.21.1=pyhd8ed1ab_0
   - prompt-toolkit=3.0.48=pyha770c72_1
-  - psutil=6.1.0=py311h9ecbd09_0
+  - psutil=6.1.1=py311h9ecbd09_0
   - pthread-stubs=0.4=hb9d3cd8_1002
   - ptyprocess=0.7.0=pyhd8ed1ab_1
   - pure_eval=0.2.3=pyhd8ed1ab_1
   - pybtex=0.24.0=pyhd8ed1ab_3
   - pybtex-docutils=1.0.3=py311h38be061_2
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py311h9e33e62_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py311h9e33e62_0
   - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0
   - pydiso=0.1.2=py311h979a38d_0
-  - pygments=2.18.0=pyhd8ed1ab_1
-  - pylint=3.3.2=pyhd8ed1ab_1
+  - pygments=2.19.1=pyhd8ed1ab_0
+  - pylint=3.3.3=pyhd8ed1ab_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyha55dd90_7
   - pytest=8.3.4=pyhd8ed1ab_1
   - pytest-cov=6.0.0=pyhd8ed1ab_1
@@ -224,7 +225,7 @@ dependencies:
   - pyyaml=6.0.2=py311h9ecbd09_1
   - pyzmq=26.2.0=py311h7deb3e3_3
   - readline=8.2=h8228510_1
-  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_0
+  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.35.1=pyhd8ed1ab_1
   - requests=2.32.3=pyhd8ed1ab_1
   - rfc3339-validator=0.1.4=pyhd8ed1ab_1
@@ -233,21 +234,21 @@ dependencies:
   - scikit-learn=1.4.2=py311he08f58d_1
   - scipy=1.14.1=py311he9a78e4_2
   - send2trash=1.8.3=pyh0d859eb_1
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
-  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0
-  - sphinx-comments=0.0.3=pyh9f0ad1d_0
-  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0
+  - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
+  - sphinx-comments=0.0.3=pyhd8ed1ab_1
+  - sphinx-copybutton=0.5.2=pyhd8ed1ab_1
   - sphinx-design=0.6.1=pyhd8ed1ab_0
-  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0
-  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0
-  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0
-  - sphinx-thebe=0.3.1=pyhd8ed1ab_0
+  - sphinx-external-toc=1.0.1=pyhd8ed1ab_1
+  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_1
+  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_1
+  - sphinx-thebe=0.3.1=pyhd8ed1ab_1
   - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
   - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-bibtex=2.5.0=pyhd8ed1ab_0
@@ -256,7 +257,7 @@ dependencies:
   - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_1
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_1
-  - sqlalchemy=2.0.36=py311h9ecbd09_0
+  - sqlalchemy=2.0.37=py311h9ecbd09_0
   - stack_data=0.6.3=pyhd8ed1ab_1
   - tabulate=0.9.0=pyhd8ed1ab_2
   - tbb=2021.12.0=h84d6215_4
@@ -265,12 +266,12 @@ dependencies:
   - threadpoolctl=3.5.0=pyhc1e730c_0
   - tinycss2=1.4.0=pyhd8ed1ab_0
   - tk=8.6.13=noxft_h4845f30_101
-  - toml=0.10.2=pyhd8ed1ab_0
+  - toml=0.10.2=pyhd8ed1ab_1
   - tomli=2.2.1=pyhd8ed1ab_1
   - tomlkit=0.13.2=pyha770c72_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py311h9ecbd09_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - traitlets=5.14.3=pyhd8ed1ab_1
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - typing-extensions=4.12.2=hd8ed1ab_1
@@ -280,14 +281,14 @@ dependencies:
   - uc-micro-py=1.0.3=pyhd8ed1ab_1
   - unicodedata2=15.1.0=py311h9ecbd09_1
   - uri-template=1.3.0=pyhd8ed1ab_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - wcwidth=0.2.13=pyhd8ed1ab_1
   - webcolors=24.11.1=pyhd8ed1ab_0
   - webencodings=0.5.1=pyhd8ed1ab_3
   - websocket-client=1.8.0=pyhd8ed1ab_1
   - wheel=0.45.1=pyhd8ed1ab_1
   - widgetsnbextension=3.6.10=pyhd8ed1ab_0
-  - xorg-libxau=1.0.11=hb9d3cd8_1
+  - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
@@ -297,11 +298,11 @@ dependencies:
   - zstandard=0.23.0=py311hbc35293_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.11-linux-64.conda.lock.yml b/environments/py-3.11-linux-64.conda.lock.yml
index 0c3a6604..96f3497f 100644
--- a/environments/py-3.11-linux-64.conda.lock.yml
+++ b/environments/py-3.11-linux-64.conda.lock.yml
@@ -14,35 +14,35 @@ dependencies:
   - brotli-bin=1.1.0=hb9d3cd8_2
   - brotli-python=1.1.0=py311hfdbb021_2
   - bzip2=1.0.8=h4bc722e_7
-  - c-ares=1.34.3=hb9d3cd8_1
-  - ca-certificates=2024.8.30=hbcca054_0
+  - c-ares=1.34.4=hb9d3cd8_0
+  - ca-certificates=2024.12.14=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py311hf29c0ef_0
-  - click=8.1.7=unix_pyh707e725_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - click=8.1.8=pyh707e725_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.1=py311hd18a35c_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py311h9ecbd09_1
+  - cytoolz=1.0.1=py311h9ecbd09_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - discretize=0.10.0=py311h92ebd52_1
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py311h2dc5d0c_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py311h2dc5d0c_1
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h92ebd52_4
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py311hb639ac4_102
-  - hdf5=1.14.3=nompi_h2d575fe_108
+  - h5py=3.12.1=nompi_py311h5ed33ec_103
+  - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - hyperframe=6.0.1=pyhd8ed1ab_1
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - keyutils=1.6.1=h166bdaf_0
   - kiwisolver=1.4.7=py311hd18a35c_0
@@ -56,10 +56,10 @@ dependencies:
   - libbrotlidec=1.1.0=hb9d3cd8_2
   - libbrotlienc=1.1.0=hb9d3cd8_2
   - libcblas=3.9.0=20_linux64_mkl
-  - libcurl=8.10.1=hbbe4b11_0
-  - libdeflate=1.22=hb9d3cd8_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
-  - libedit=3.1.20191231=he28a2e2_2
+  - libcurl=8.11.1=h332b0f4_0
+  - libdeflate=1.23=h4ddbbb0_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
+  - libedit=3.1.20240808=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libexpat=2.6.4=h5888daf_0
   - libffi=3.4.2=h7f98852_5
@@ -75,19 +75,19 @@ dependencies:
   - liblzma=5.6.3=hb9d3cd8_1
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
-  - libpng=1.6.44=hadc24fc_0
+  - libpng=1.6.45=h943b412_0
   - libsqlite=3.47.2=hee588c1_0
   - libssh2=1.11.1=hf672d98_0
   - libstdcxx=14.2.0=hc0a3c3a_1
   - libstdcxx-ng=14.2.0=h4852527_1
-  - libtiff=4.7.0=hc4654cb_2
+  - libtiff=4.7.0=hd9ff511_3
   - libuuid=2.38.1=h0b41bf4_0
-  - libwebp-base=1.4.0=hd590300_0
+  - libwebp-base=1.5.0=h851e524_0
   - libxcb=1.17.0=h8a09558_0
   - libxcrypt=4.4.36=hd590300_1
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
-  - llvm-openmp=19.1.5=h024ca30_0
+  - llvm-openmp=19.1.6=h024ca30_0
   - llvmlite=0.43.0=py311h9c9ff8c_1
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h2dc5d0c_1
@@ -100,21 +100,21 @@ dependencies:
   - numcodecs=0.14.1=py311h7db5c69_0
   - numpy=1.26.4=py311h64a7726_0
   - openjpeg=2.5.3=h5fbd93e_0
-  - openssl=3.4.0=hb9d3cd8_0
+  - openssl=3.4.0=h7b32b05_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py311h7db5c69_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=10.3.0=py311h82a398c_1
-  - pip=24.3.1=pyh8b19718_0
-  - psutil=6.1.0=py311h9ecbd09_0
+  - pip=24.3.1=pyh8b19718_2
+  - psutil=6.1.1=py311h9ecbd09_0
   - pthread-stubs=0.4=hb9d3cd8_1002
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py311h9e33e62_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py311h9e33e62_0
   - pydiso=0.1.2=py311h979a38d_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyha55dd90_7
   - python=3.11.11=h9e4cc4f_1_cpython
   - python-dateutil=2.9.0.post0=pyhff2d567_1
@@ -125,7 +125,7 @@ dependencies:
   - readline=8.2=h8228510_1
   - scikit-learn=1.4.2=py311he08f58d_1
   - scipy=1.14.1=py311he9a78e4_2
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - tbb=2021.12.0=h84d6215_4
@@ -134,14 +134,14 @@ dependencies:
   - tk=8.6.13=noxft_h4845f30_101
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py311h9ecbd09_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - tzdata=2024b=hc8b5060_0
   - unicodedata2=15.1.0=py311h9ecbd09_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - wheel=0.45.1=pyhd8ed1ab_1
-  - xorg-libxau=1.0.11=hb9d3cd8_1
+  - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
@@ -150,11 +150,11 @@ dependencies:
   - zstandard=0.23.0=py311hbc35293_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.11-win-64-dev.conda.lock.yml b/environments/py-3.11-win-64-dev.conda.lock.yml
index d560b68c..17fe5b70 100644
--- a/environments/py-3.11-win-64-dev.conda.lock.yml
+++ b/environments/py-3.11-win-64-dev.conda.lock.yml
@@ -6,43 +6,44 @@ channels:
   - conda-forge
   - nodefaults
 dependencies:
-  - accessible-pygments=0.0.5=pyhd8ed1ab_0
+  - accessible-pygments=0.0.5=pyhd8ed1ab_1
   - alabaster=0.7.16=pyhd8ed1ab_0
   - annotated-types=0.7.0=pyhd8ed1ab_1
-  - anyio=4.7.0=pyhd8ed1ab_0
+  - anyio=4.8.0=pyhd8ed1ab_0
   - argon2-cffi=23.1.0=pyhd8ed1ab_1
   - argon2-cffi-bindings=21.2.0=py311he736701_5
   - arrow=1.3.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
-  - astroid=3.3.6=py311h1ea47a8_0
+  - astroid=3.3.8=py311h1ea47a8_0
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
-  - attrs=24.2.0=pyh71513ae_1
+  - attrs=24.3.0=pyh71513ae_0
   - babel=2.16.0=pyhd8ed1ab_1
   - beautifulsoup4=4.12.3=pyha770c72_1
-  - bleach=6.2.0=pyhd8ed1ab_1
+  - bleach=6.2.0=pyhd8ed1ab_3
+  - bleach-with-css=6.2.0=hd8ed1ab_3
   - brotli=1.1.0=h2466b09_2
   - brotli-bin=1.1.0=h2466b09_2
   - brotli-python=1.1.0=py311hda3d55a_2
   - bzip2=1.0.8=h2466b09_7
-  - ca-certificates=2024.8.30=h56e8100_0
+  - ca-certificates=2024.12.14=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py311he736701_0
-  - charset-normalizer=3.4.0=pyhd8ed1ab_1
-  - click=8.1.7=win_pyh7428d3b_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - charset-normalizer=3.4.1=pyhd8ed1ab_0
+  - click=8.1.8=pyh7428d3b_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - comm=0.2.2=pyhd8ed1ab_1
   - contourpy=1.3.1=py311h3257749_0
-  - coverage=7.6.9=py311h5082efb_0
+  - coverage=7.6.10=py311h5082efb_0
   - cpython=3.11.11=py311hd8ed1ab_1
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py311he736701_1
+  - cytoolz=1.0.1=py311he736701_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - dataclasses=0.8=pyhc8e2a94_3
-  - debugpy=1.8.10=py311hda3d55a_0
+  - debugpy=1.8.11=py311hda3d55a_0
   - decorator=5.1.1=pyhd8ed1ab_1
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - dill=0.3.9=pyhd8ed1ab_1
@@ -53,17 +54,17 @@ dependencies:
   - entrypoints=0.4=pyhd8ed1ab_1
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py311h5082efb_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py311h5082efb_1
   - fqdn=1.5.1=pyhd8ed1ab_1
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h12feb9d_4
-  - greenlet=3.1.1=py311hda3d55a_0
+  - greenlet=3.1.1=py311hda3d55a_1
   - h11=0.14.0=pyhd8ed1ab_1
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py311h67016bb_102
-  - hdf5=1.14.3=nompi_hd5d9e70_108
+  - h5py=3.12.1=nompi_py311haea1c80_103
+  - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - httpcore=1.0.7=pyh29332c3_1
   - httpx=0.28.1=pyhd8ed1ab_0
@@ -72,36 +73,36 @@ dependencies:
   - imagesize=1.4.1=pyhd8ed1ab_0
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
-  - importlib_resources=6.4.5=pyhd8ed1ab_1
+  - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
   - ipykernel=6.29.5=pyh4bbf305_0
-  - ipython=8.30.0=pyh7428d3b_0
+  - ipython=8.31.0=pyh7428d3b_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - isort=5.13.2=pyhd8ed1ab_1
   - jedi=0.19.2=pyhd8ed1ab_1
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - json5=0.10.0=pyhd8ed1ab_1
   - jsonpointer=3.0.0=py311h1ea47a8_1
   - jsonschema=4.23.0=pyhd8ed1ab_1
   - jsonschema-specifications=2024.10.1=pyhd8ed1ab_1
   - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_1
-  - jupyter-book=1.0.3=pyhd8ed1ab_0
+  - jupyter-book=1.0.3=pyhd8ed1ab_1
   - jupyter-cache=1.0.1=pyhff2d567_0
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh5737063_1
-  - jupyter_events=0.10.0=pyhd8ed1ab_1
-  - jupyter_server=2.14.2=pyhd8ed1ab_1
+  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.3=pyhd8ed1ab_0
+  - jupyterlab=4.3.4=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
-  - jupytext=1.16.4=pyh80e38bb_0
+  - jupytext=1.16.6=pyh80e38bb_0
   - kiwisolver=1.4.7=py311h3257749_0
   - krb5=1.21.3=hdf4eb48_0
   - latexcodec=2.0.1=pyh9f0ad1d_0
@@ -113,9 +114,9 @@ dependencies:
   - libbrotlidec=1.1.0=h2466b09_2
   - libbrotlienc=1.1.0=h2466b09_2
   - libcblas=3.9.0=20_win64_mkl
-  - libcurl=8.10.1=h1ee3ff0_0
-  - libdeflate=1.22=h2466b09_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
+  - libcurl=8.11.1=h88aaa65_0
+  - libdeflate=1.23=h9062f6e_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
   - libexpat=2.6.4=he0c23c2_0
   - libffi=3.4.2=h8ffe710_5
   - libhwloc=2.11.1=default_h8125262_1000
@@ -123,12 +124,12 @@ dependencies:
   - libjpeg-turbo=3.0.0=hcfcfb64_1
   - liblapack=3.9.0=20_win64_mkl
   - liblzma=5.6.3=h2466b09_1
-  - libpng=1.6.44=h3ca93ac_0
+  - libpng=1.6.45=had7236b_0
   - libsodium=1.0.20=hc70643c_0
   - libsqlite=3.47.2=h67fdade_0
   - libssh2=1.11.1=he619c9f_0
-  - libtiff=4.7.0=hdefb170_2
-  - libwebp-base=1.4.0=hcfcfb64_0
+  - libtiff=4.7.0=h797046b_3
+  - libwebp-base=1.5.0=h3b0e114_0
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
@@ -147,57 +148,57 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.0.2=pyhd8ed1ab_1
+  - mistune=3.1.0=pyhd8ed1ab_0
   - mkl=2023.2.0=h6a75c08_50497
   - msgpack-python=1.1.0=py311h3257749_0
   - msys2-conda-epoch=20160418=1
   - munkres=1.1.4=pyh9f0ad1d_0
-  - myst-nb=1.1.2=pyhd8ed1ab_0
+  - myst-nb=1.1.2=pyhd8ed1ab_1
   - myst-parser=1.0.0=pyhd8ed1ab_0
-  - nbclient=0.10.1=pyhd8ed1ab_0
-  - nbconvert=7.16.4=hd8ed1ab_2
-  - nbconvert-core=7.16.4=pyhff2d567_2
-  - nbconvert-pandoc=7.16.4=hd8ed1ab_2
+  - nbclient=0.10.2=pyhd8ed1ab_0
+  - nbconvert=7.16.5=hd8ed1ab_1
+  - nbconvert-core=7.16.5=pyhd8ed1ab_1
+  - nbconvert-pandoc=7.16.5=hd8ed1ab_1
   - nbformat=5.10.4=pyhd8ed1ab_1
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
-  - notebook=7.3.1=pyhd8ed1ab_0
+  - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
   - numba=0.60.0=py311h0673bce_0
   - numcodecs=0.14.1=py311hcf9f919_0
   - numpy=1.26.4=py311h0b4df5a_0
   - openjpeg=2.5.3=h4d64b90_0
-  - openssl=3.4.0=h2466b09_0
-  - overrides=7.7.0=pyhd8ed1ab_0
+  - openssl=3.4.0=ha4e3fda_1
+  - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py311hcf9f919_1
-  - pandoc=3.6=h57928b3_0
+  - pandoc=3.6.1=h57928b3_0
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pickleshare=0.7.5=pyhd8ed1ab_1004
   - pillow=10.3.0=py311h5592be9_1
-  - pip=24.3.1=pyh8b19718_0
+  - pip=24.3.1=pyh8b19718_2
   - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_2
   - platformdirs=4.3.6=pyhd8ed1ab_1
   - pluggy=1.5.0=pyhd8ed1ab_1
   - prometheus_client=0.21.1=pyhd8ed1ab_0
   - prompt-toolkit=3.0.48=pyha770c72_1
-  - psutil=6.1.0=py311he736701_0
+  - psutil=6.1.1=py311he736701_0
   - pthread-stubs=0.4=hcd874cb_1001
   - pthreads-win32=2.9.1=h2466b09_4
   - pure_eval=0.2.3=pyhd8ed1ab_1
   - pybtex=0.24.0=pyhd8ed1ab_3
   - pybtex-docutils=1.0.3=py311h1ea47a8_2
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py311h533ab2d_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py311h533ab2d_0
   - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0
   - pydiso=0.1.2=py311h6340b4d_0
-  - pygments=2.18.0=pyhd8ed1ab_1
-  - pylint=3.3.2=pyhd8ed1ab_1
+  - pygments=2.19.1=pyhd8ed1ab_0
+  - pylint=3.3.3=pyhd8ed1ab_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyh09c184e_7
   - pytest=8.3.4=pyhd8ed1ab_1
   - pytest-cov=6.0.0=pyhd8ed1ab_1
@@ -212,7 +213,7 @@ dependencies:
   - pywinpty=2.0.14=py311hda3d55a_0
   - pyyaml=6.0.2=py311he736701_1
   - pyzmq=26.2.0=py311h484c95c_3
-  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_0
+  - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.35.1=pyhd8ed1ab_1
   - requests=2.32.3=pyhd8ed1ab_1
   - rfc3339-validator=0.1.4=pyhd8ed1ab_1
@@ -221,21 +222,21 @@ dependencies:
   - scikit-learn=1.4.2=py311hdcb8d17_1
   - scipy=1.14.1=py311hf16d85f_2
   - send2trash=1.8.3=pyh5737063_1
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
-  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0
-  - sphinx-comments=0.0.3=pyh9f0ad1d_0
-  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0
+  - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
+  - sphinx-comments=0.0.3=pyhd8ed1ab_1
+  - sphinx-copybutton=0.5.2=pyhd8ed1ab_1
   - sphinx-design=0.6.1=pyhd8ed1ab_0
-  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0
-  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0
-  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0
-  - sphinx-thebe=0.3.1=pyhd8ed1ab_0
+  - sphinx-external-toc=1.0.1=pyhd8ed1ab_1
+  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_1
+  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_1
+  - sphinx-thebe=0.3.1=pyhd8ed1ab_1
   - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
   - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-bibtex=2.5.0=pyhd8ed1ab_0
@@ -244,7 +245,7 @@ dependencies:
   - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_1
   - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
   - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_1
-  - sqlalchemy=2.0.36=py311he736701_0
+  - sqlalchemy=2.0.37=py311he736701_0
   - stack_data=0.6.3=pyhd8ed1ab_1
   - tabulate=0.9.0=pyhd8ed1ab_2
   - tbb=2021.12.0=hc790b64_4
@@ -253,12 +254,12 @@ dependencies:
   - threadpoolctl=3.5.0=pyhc1e730c_0
   - tinycss2=1.4.0=pyhd8ed1ab_0
   - tk=8.6.13=h5226925_1
-  - toml=0.10.2=pyhd8ed1ab_0
+  - toml=0.10.2=pyhd8ed1ab_1
   - tomli=2.2.1=pyhd8ed1ab_1
   - tomlkit=0.13.2=pyha770c72_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py311he736701_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - traitlets=5.14.3=pyhd8ed1ab_1
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - typing-extensions=4.12.2=hd8ed1ab_1
@@ -269,7 +270,7 @@ dependencies:
   - ucrt=10.0.22621.0=h57928b3_1
   - unicodedata2=15.1.0=py311he736701_1
   - uri-template=1.3.0=pyhd8ed1ab_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - vc=14.3=ha32ba9b_23
   - vc14_runtime=14.42.34433=he29a5d6_23
   - vs2015_runtime=14.42.34433=hdffcdeb_23
@@ -291,11 +292,11 @@ dependencies:
   - zstandard=0.23.0=py311h53056dc_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/environments/py-3.11-win-64.conda.lock.yml b/environments/py-3.11-win-64.conda.lock.yml
index ce22657a..488ced24 100644
--- a/environments/py-3.11-win-64.conda.lock.yml
+++ b/environments/py-3.11-win-64.conda.lock.yml
@@ -12,35 +12,35 @@ dependencies:
   - brotli-bin=1.1.0=h2466b09_2
   - brotli-python=1.1.0=py311hda3d55a_2
   - bzip2=1.0.8=h2466b09_7
-  - ca-certificates=2024.8.30=h56e8100_0
+  - ca-certificates=2024.12.14=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
-  - certifi=2024.8.30=pyhd8ed1ab_0
+  - certifi=2024.12.14=pyhd8ed1ab_0
   - cffi=1.17.1=py311he736701_0
-  - click=8.1.7=win_pyh7428d3b_1
-  - cloudpickle=3.1.0=pyhd8ed1ab_1
+  - click=8.1.8=pyh7428d3b_0
+  - cloudpickle=3.1.0=pyhd8ed1ab_2
   - colorama=0.4.6=pyhd8ed1ab_1
   - contourpy=1.3.1=py311h3257749_0
   - cycler=0.12.1=pyhd8ed1ab_1
-  - cytoolz=1.0.0=py311he736701_1
+  - cytoolz=1.0.1=py311he736701_0
   - dask-core=2024.6.2=pyhd8ed1ab_0
   - discretize=0.10.0=py311h12feb9d_1
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
-  - fasteners=0.17.3=pyhd8ed1ab_0
-  - fonttools=4.55.3=py311h5082efb_0
+  - fasteners=0.19=pyhd8ed1ab_1
+  - fonttools=4.55.3=py311h5082efb_1
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h12feb9d_4
   - h2=4.1.0=pyhd8ed1ab_1
-  - h5py=3.12.1=nompi_py311h67016bb_102
-  - hdf5=1.14.3=nompi_hd5d9e70_108
+  - h5py=3.12.1=nompi_py311haea1c80_103
+  - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.0.0=pyhd8ed1ab_1
   - hyperframe=6.0.1=pyhd8ed1ab_1
   - importlib-metadata=8.5.0=pyha770c72_1
   - importlib_metadata=8.5.0=hd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
-  - jinja2=3.1.4=pyhd8ed1ab_1
+  - jinja2=3.1.5=pyhd8ed1ab_0
   - joblib=1.4.2=pyhd8ed1ab_1
   - kiwisolver=1.4.7=py311h3257749_0
   - krb5=1.21.3=hdf4eb48_0
@@ -52,9 +52,9 @@ dependencies:
   - libbrotlidec=1.1.0=h2466b09_2
   - libbrotlienc=1.1.0=h2466b09_2
   - libcblas=3.9.0=20_win64_mkl
-  - libcurl=8.10.1=h1ee3ff0_0
-  - libdeflate=1.22=h2466b09_0
-  - libdlf=0.3.0=pyhd8ed1ab_0
+  - libcurl=8.11.1=h88aaa65_0
+  - libdeflate=1.23=h9062f6e_0
+  - libdlf=0.3.0=pyhd8ed1ab_1
   - libexpat=2.6.4=he0c23c2_0
   - libffi=3.4.2=h8ffe710_5
   - libhwloc=2.11.1=default_h8125262_1000
@@ -62,11 +62,11 @@ dependencies:
   - libjpeg-turbo=3.0.0=hcfcfb64_1
   - liblapack=3.9.0=20_win64_mkl
   - liblzma=5.6.3=h2466b09_1
-  - libpng=1.6.44=h3ca93ac_0
+  - libpng=1.6.45=had7236b_0
   - libsqlite=3.47.2=h67fdade_0
   - libssh2=1.11.1=he619c9f_0
-  - libtiff=4.7.0=hdefb170_2
-  - libwebp-base=1.4.0=hcfcfb64_0
+  - libtiff=4.7.0=h797046b_3
+  - libwebp-base=1.5.0=h3b0e114_0
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
@@ -87,22 +87,22 @@ dependencies:
   - numcodecs=0.14.1=py311hcf9f919_0
   - numpy=1.26.4=py311h0b4df5a_0
   - openjpeg=2.5.3=h4d64b90_0
-  - openssl=3.4.0=h2466b09_0
+  - openssl=3.4.0=ha4e3fda_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py311hcf9f919_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pillow=10.3.0=py311h5592be9_1
-  - pip=24.3.1=pyh8b19718_0
-  - psutil=6.1.0=py311he736701_0
+  - pip=24.3.1=pyh8b19718_2
+  - psutil=6.1.1=py311he736701_0
   - pthread-stubs=0.4=hcd874cb_1001
   - pthreads-win32=2.9.1=h2466b09_4
   - pycparser=2.22=pyh29332c3_1
-  - pydantic=2.10.3=pyh3cfb1c2_0
-  - pydantic-core=2.27.1=py311h533ab2d_0
+  - pydantic=2.10.5=pyh3cfb1c2_0
+  - pydantic-core=2.27.2=py311h533ab2d_0
   - pydiso=0.1.2=py311h6340b4d_0
   - pymatsolver=0.2.0=ha770c72_3
   - pymatsolver-base=0.2.0=pyh44b312d_3
-  - pyparsing=3.2.0=pyhd8ed1ab_2
+  - pyparsing=3.2.1=pyhd8ed1ab_0
   - pysocks=1.7.1=pyh09c184e_7
   - python=3.11.11=h3f84c4b_1_cpython
   - python-dateutil=2.9.0.post0=pyhff2d567_1
@@ -112,7 +112,7 @@ dependencies:
   - pyyaml=6.0.2=py311he736701_1
   - scikit-learn=1.4.2=py311hdcb8d17_1
   - scipy=1.14.1=py311hf16d85f_2
-  - setuptools=75.6.0=pyhff2d567_1
+  - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - tbb=2021.12.0=hc790b64_4
@@ -121,13 +121,13 @@ dependencies:
   - tk=8.6.13=h5226925_1
   - toolz=1.0.0=pyhd8ed1ab_1
   - tornado=6.4.2=py311he736701_0
-  - tqdm=4.67.1=pyhd8ed1ab_0
+  - tqdm=4.67.1=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - tzdata=2024b=hc8b5060_0
   - ucrt=10.0.22621.0=h57928b3_1
   - unicodedata2=15.1.0=py311he736701_1
-  - urllib3=2.2.3=pyhd8ed1ab_1
+  - urllib3=2.3.0=pyhd8ed1ab_0
   - vc=14.3=ha32ba9b_23
   - vc14_runtime=14.42.34433=he29a5d6_23
   - vs2015_runtime=14.42.34433=hdffcdeb_23
@@ -142,11 +142,11 @@ dependencies:
   - zstandard=0.23.0=py311h53056dc_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
       - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@59133afc4586f2924236098f5f001d402f162667
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
 
 variables:
   KMP_WARNINGS: 0
diff --git a/package.rst b/package.rst
index 8bf70ccc..d3d2d1d3 100644
--- a/package.rst
+++ b/package.rst
@@ -80,4 +80,4 @@ SOFTWARE.
 
 Copyright
 ^^^^^^^^^
-Copyright (c) 2024 Mira Geoscience Ltd.
+Copyright (c) 2024-2025 Mira Geoscience Ltd.
diff --git a/py-3.10.conda-lock.yml b/py-3.10.conda-lock.yml
index 8eb21261..8fd60131 100644
--- a/py-3.10.conda-lock.yml
+++ b/py-3.10.conda-lock.yml
@@ -60,10 +60,10 @@ package:
   dependencies:
     pygments: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
   hash:
-    md5: 1bb1ef9806a9a20872434f58b3e7fc1a
-    sha256: 712c1875bcd32674e8ce2f418f0b2875ecb98e6bcbb21ec7502dae8ff4b0f73c
+    md5: 74ac5069774cdbc53910ec4d631a3999
+    sha256: 1307719f0d8ee694fc923579a39c0621c23fdaa14ccdf9278a5aac5665ac58e9
   category: dev
   optional: true
 - name: accessible-pygments
@@ -73,10 +73,10 @@ package:
   dependencies:
     pygments: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
   hash:
-    md5: 1bb1ef9806a9a20872434f58b3e7fc1a
-    sha256: 712c1875bcd32674e8ce2f418f0b2875ecb98e6bcbb21ec7502dae8ff4b0f73c
+    md5: 74ac5069774cdbc53910ec4d631a3999
+    sha256: 1307719f0d8ee694fc923579a39c0621c23fdaa14ccdf9278a5aac5665ac58e9
   category: dev
   optional: true
 - name: alabaster
@@ -130,7 +130,7 @@ package:
   category: main
   optional: false
 - name: anyio
-  version: 4.7.0
+  version: 4.8.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -139,14 +139,14 @@ package:
     python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.5'
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     numpy: '>=1.26.0,<1.27.0'
-    pillow: '>=10.3.0,<10.4.0'
-    pydantic: '>=2.5.2,<3.0.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   hash:
-    sha256: e2192866e360874ba072231c677b6f0daf5154fd
+    sha256: 065db6be99def82cb5476cdeca78afd2ea5a3a43
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   category: main
   optional: false
 - name: param-sweeps
@@ -8467,12 +8493,12 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   hash:
-    sha256: 644febfba1e81b1777a8ebf86744541c8e1fce09
+    sha256: cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   category: main
   optional: false
 - name: param-sweeps
@@ -8482,11 +8508,11 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   hash:
-    sha256: 644febfba1e81b1777a8ebf86744541c8e1fce09
+    sha256: cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   category: main
   optional: false
diff --git a/py-3.11.conda-lock.yml b/py-3.11.conda-lock.yml
index f60f53af..21331cbf 100644
--- a/py-3.11.conda-lock.yml
+++ b/py-3.11.conda-lock.yml
@@ -60,10 +60,10 @@ package:
   dependencies:
     pygments: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
   hash:
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-    sha256: 712c1875bcd32674e8ce2f418f0b2875ecb98e6bcbb21ec7502dae8ff4b0f73c
+    md5: 74ac5069774cdbc53910ec4d631a3999
+    sha256: 1307719f0d8ee694fc923579a39c0621c23fdaa14ccdf9278a5aac5665ac58e9
   category: dev
   optional: true
 - name: accessible-pygments
@@ -73,10 +73,10 @@ package:
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     pygments: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
   hash:
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-    sha256: 712c1875bcd32674e8ce2f418f0b2875ecb98e6bcbb21ec7502dae8ff4b0f73c
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   category: dev
   optional: true
 - name: alabaster
@@ -130,7 +130,7 @@ package:
   category: main
   optional: false
 - name: anyio
-  version: 4.7.0
+  version: 4.8.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -139,14 +139,14 @@ package:
     python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.5'
-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.7.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.8.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 687537ee3af30f8784986bf40cac30e88138770b16e51ca9850c9c23c09aeba1
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+    sha256: f1455d2953e3eb6d71bc49881c8558d8e01888469dfd21061dd48afb6183e836
   category: dev
   optional: true
 - name: anyio
-  version: 4.7.0
+  version: 4.8.0
   manager: conda
   platform: win-64
   dependencies:
@@ -155,10 +155,10 @@ package:
     python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.5'
-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.7.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.8.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 687537ee3af30f8784986bf40cac30e88138770b16e51ca9850c9c23c09aeba1
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   category: dev
   optional: true
 - name: argon2-cffi
@@ -275,29 +275,29 @@ package:
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   optional: false
 - name: astroid
-  version: 3.3.6
+  version: 3.3.8
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/astroid-3.3.6-py311h38be061_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/astroid-3.3.8-py311h38be061_0.conda
   hash:
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+    sha256: f99e14e537e4d5a57275b788c2ac5ef19b7c2b00f706ab5262d27a5d5f85471e
   category: dev
   optional: true
 - name: astroid
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+  version: 3.3.8
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   dependencies:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/win-64/astroid-3.3.6-py311h1ea47a8_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/astroid-3.3.8-py311h1ea47a8_0.conda
   hash:
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-    sha256: 4a84b273e99a2c89641d9b5cedcd9b7b674b21a35a2f608f56f385a8da5b976b
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   category: dev
   optional: true
 - name: asttokens
@@ -351,27 +351,27 @@ package:
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   optional: true
 - name: attrs
-  version: 24.2.0
+  version: 24.3.0
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/attrs-24.2.0-pyh71513ae_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/attrs-24.3.0-pyh71513ae_0.conda
   hash:
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-    sha256: 8488a116dffe204015a90b41982c0270534bd1070f44a00b316d59e4a79ae8c7
+    md5: 356927ace43302bf6f5926e2a58dae6a
+    sha256: 750186af694a7130eaf7119fbb56db0d2326d8995ad5b8eae23c622b85fea29a
   category: dev
   optional: true
 - name: attrs
-  version: 24.2.0
+  version: 24.3.0
   manager: conda
   platform: win-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/attrs-24.2.0-pyh71513ae_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/attrs-24.3.0-pyh71513ae_0.conda
   hash:
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   category: dev
   optional: true
 - name: babel
@@ -433,10 +433,10 @@ package:
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     webencodings: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/bleach-6.2.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/bleach-6.2.0-pyhd8ed1ab_3.conda
   hash:
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-    sha256: ffc8e4e53cd92aec0f0ea0bc9e28f5fd1b1e67bde46b0b298170e6fb78eecce1
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   category: dev
   optional: true
 - name: bleach
@@ -446,10 +446,36 @@ package:
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     python: '>=3.9'
     webencodings: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/bleach-6.2.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/bleach-6.2.0-pyhd8ed1ab_3.conda
+  hash:
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+    sha256: 9278622f54b6b4bce5d73663b282a8ab35d1b331d6ff92f4112906a526039827
+  category: dev
+  optional: true
+- name: bleach-with-css
+  version: 6.2.0
+  manager: conda
+  platform: linux-64
+  dependencies:
+    bleach: 6.2.0
+    tinycss2: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.2.0-hd8ed1ab_3.conda
+  hash:
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+    sha256: 8161cf35253f7646a1fd39f90abbcc6cb69248b8fdff61cfffce4cc8448f8c02
+  category: dev
+  optional: true
+- name: bleach-with-css
+  version: 6.2.0
+  manager: conda
+  platform: win-64
+  dependencies:
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+    tinycss2: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.2.0-hd8ed1ab_3.conda
   hash:
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+    sha256: 8161cf35253f7646a1fd39f90abbcc6cb69248b8fdff61cfffce4cc8448f8c02
   category: dev
   optional: true
 - name: brotli
@@ -576,38 +602,38 @@ package:
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   optional: false
 - name: c-ares
-  version: 1.34.3
+  version: 1.34.4
   manager: conda
   platform: linux-64
   dependencies:
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     libgcc: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.3-hb9d3cd8_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.4-hb9d3cd8_0.conda
   hash:
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+    sha256: d4f28d87b6339b94f74762c0076e29c8ef8ddfff51a564a92da2843573c18320
   category: main
   optional: false
 - name: ca-certificates
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+  version: 2024.12.14
   manager: conda
   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.8.30-hbcca054_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.12.14-hbcca054_0.conda
   hash:
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   category: main
   optional: false
 - name: ca-certificates
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+  version: 2024.12.14
   manager: conda
   platform: win-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2024.8.30-h56e8100_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2024.12.14-h56e8100_0.conda
   hash:
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 - name: cached-property
@@ -659,27 +685,27 @@ package:
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   optional: false
 - name: certifi
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+  version: 2024.12.14
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.8.30-pyhd8ed1ab_0.conda
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.12.14-pyhd8ed1ab_0.conda
   hash:
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   optional: false
 - name: certifi
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+  version: 2024.12.14
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   platform: win-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.8.30-pyhd8ed1ab_0.conda
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.12.14-pyhd8ed1ab_0.conda
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   optional: false
 - name: cffi
@@ -717,54 +743,54 @@ package:
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   optional: false
 - name: charset-normalizer
-  version: 3.4.0
+  version: 3.4.1
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.1-pyhd8ed1ab_0.conda
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   category: dev
   optional: true
 - name: charset-normalizer
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+  version: 3.4.1
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.1-pyhd8ed1ab_0.conda
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   category: dev
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 - name: click
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   platform: linux-64
   dependencies:
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     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-unix_pyh707e725_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/click-8.1.8-pyh707e725_0.conda
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+  version: 8.1.8
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     colorama: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/click-8.1.7-win_pyh7428d3b_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/click-8.1.8-pyh7428d3b_0.conda
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 - name: cloudpickle
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   dependencies:
-    python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_1.conda
+    python: '>=3.9'
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+    sha256: 114919ffa80c328127dab9c8e7a38f9d563c617691fb81fccb11c1e86763727e
   category: main
   optional: false
 - name: vc
@@ -8080,16 +8112,16 @@ package:
   category: dev
   optional: true
 - name: xorg-libxau
-  version: 1.0.11
+  version: 1.0.12
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hb9d3cd8_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
   hash:
-    md5: 77cbc488235ebbaab2b6e912d3934bae
-    sha256: 532a046fee0b3a402db867b6ec55c84ba4cdedb91d817147c8feeae9766be3d6
+    md5: f6ebe2cb3f82ba6c057dde5d9debe4f7
+    sha256: ed10c9283974d311855ae08a16dfd7e56241fac632aec3b92e3cfe73cff31038
   category: main
   optional: false
 - name: xorg-libxau
@@ -8277,7 +8309,7 @@ package:
     libgcc: '>=13'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-    zstd: '>=1.5.6,<1.5.7.0a0'
+    zstd: '>=1.5.6,<1.6.0a0'
   url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py311hbc35293_1.conda
   hash:
     md5: aec590674ba365e50ae83aa2d6e1efae
@@ -8295,7 +8327,7 @@ package:
     ucrt: '>=10.0.20348.0'
     vc: '>=14.2,<15'
     vc14_runtime: '>=14.29.30139'
-    zstd: '>=1.5.6,<1.5.7.0a0'
+    zstd: '>=1.5.6,<1.6.0a0'
   url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py311h53056dc_1.conda
   hash:
     md5: 7d4c123cbb5e6293dd4dd2f8d30f0de4
@@ -8340,12 +8372,12 @@ package:
     numpy: '>=1.26.0,<1.27.0'
     pydantic: '>=2.5.2,<3.0.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
   hash:
-    sha256: ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+    sha256: 007da1d142502378a4da9b7760c6b178986368a3
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
   category: main
   optional: false
 - name: geoapps-utils
@@ -8357,12 +8389,12 @@ package:
     numpy: '>=1.26.0,<1.27.0'
     pydantic: '>=2.5.2,<3.0.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
   hash:
-    sha256: ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+    sha256: 007da1d142502378a4da9b7760c6b178986368a3
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@ee7fbd119f62a71ad1eb7380421f2cccb9e52477
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@007da1d142502378a4da9b7760c6b178986368a3
   category: main
   optional: false
 - name: geoh5py
@@ -8374,12 +8406,12 @@ package:
     numpy: '>=1.26.0,<1.27.0'
     pillow: '>=10.3.0,<10.4.0'
     pydantic: '>=2.5.2,<3.0.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
   hash:
-    sha256: fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+    sha256: abdd3bd275deba6a92d741674053a9aabcccbeba
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
   category: main
   optional: false
 - name: geoh5py
@@ -8391,12 +8423,12 @@ package:
     numpy: '>=1.26.0,<1.27.0'
     pillow: '>=10.3.0,<10.4.0'
     pydantic: '>=2.5.2,<3.0.0'
-  url: git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
   hash:
-    sha256: fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+    sha256: abdd3bd275deba6a92d741674053a9aabcccbeba
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@fe9db0338ad1f77427f1e5e64bf49356d0c14c18
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@abdd3bd275deba6a92d741674053a9aabcccbeba
   category: main
   optional: false
 - name: mira-simpeg
@@ -8453,17 +8485,14 @@ package:
     discretize: ==0.10.*
     geoapps-utils: 0.5.0-alpha.1
     geoh5py: 0.11.0-alpha.1
-    h5py: '>=3.2.1,<4.0.0'
     numpy: '>=1.26.0,<1.27.0'
-    pillow: '>=10.3.0,<10.4.0'
-    pydantic: '>=2.5.2,<3.0.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   hash:
-    sha256: e2192866e360874ba072231c677b6f0daf5154fd
+    sha256: 065db6be99def82cb5476cdeca78afd2ea5a3a43
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   category: main
   optional: false
 - name: octree-creation-app
@@ -8474,17 +8503,14 @@ package:
     discretize: ==0.10.*
     geoapps-utils: 0.5.0-alpha.1
     geoh5py: 0.11.0-alpha.1
-    h5py: '>=3.2.1,<4.0.0'
     numpy: '>=1.26.0,<1.27.0'
-    pillow: '>=10.3.0,<10.4.0'
-    pydantic: '>=2.5.2,<3.0.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   hash:
-    sha256: e2192866e360874ba072231c677b6f0daf5154fd
+    sha256: 065db6be99def82cb5476cdeca78afd2ea5a3a43
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@e2192866e360874ba072231c677b6f0daf5154fd
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@065db6be99def82cb5476cdeca78afd2ea5a3a43
   category: main
   optional: false
 - name: param-sweeps
@@ -8494,12 +8520,12 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   hash:
-    sha256: 644febfba1e81b1777a8ebf86744541c8e1fce09
+    sha256: cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   category: main
   optional: false
 - name: param-sweeps
@@ -8509,11 +8535,11 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   hash:
-    sha256: 644febfba1e81b1777a8ebf86744541c8e1fce09
+    sha256: cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@644febfba1e81b1777a8ebf86744541c8e1fce09
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@cf2ee8d60e69b589b7124d1ad8cbb9649b68c09d
   category: main
   optional: false
diff --git a/pyproject.toml b/pyproject.toml
index 368def0a..aaa4f28b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,19 +39,19 @@ scipy = "~1.14.0"
 
 ## Pip dependencies from Git repositories
 #----------------------------------------
-#geoh5py = {version = ">=0.11.0a1, <0.12.0a.dev", source = "pypi", allow-prereleases = true}
+#geoh5py = {version = ">=0.10.0rc1, <0.11.0a.dev", source = "pypi", allow-prereleases = true}
 geoh5py = {git = "https://github.com/MiraGeoscience/geoh5py.git", rev = "develop"}
 
-#octree-creation-app = {version = ">=0.3.0a1, <0.4.0a.dev", source = "pypi", allow-prereleases = true}
+#octree-creation-app = {version = ">=0.2.0rc1, <0.3.0a.dev", source = "pypi", allow-prereleases = true}
 octree-creation-app = {git = "https://github.com/MiraGeoscience/octree-creation-app.git", rev = "develop"}
 
-#geoapps-utils = {version = ">=0.5.0a1, <0.6.0a.dev", source = "pypi", allow-prereleases = true}
+#geoapps-utils = {version = ">=0.4.0rc1, <0.5.0a.dev", source = "pypi", allow-prereleases = true}
 geoapps-utils = {git = "https://github.com/MiraGeoscience/geoapps-utils.git", rev = "develop"}
 
-#mira-simpeg = {version = ">=0.22.0.1a1, <0.22.1a.dev", source="pypi", allow-prereleases = true, extras = ["dask"]}
+#mira-simpeg = {version = ">=0.21.2.1rc1, <0.21.2.2a.dev", source="pypi", allow-prereleases = true, extras = ["dask"]}
 mira-simpeg = {git = "https://github.com/MiraGeoscience/simpeg.git", rev = "develop", extras = ["dask"]}
 
-#param-sweeps = {version = ">=0.3.0a1, <0.4.0a.dev", source = "pypi", allow-prereleases = true}
+#param-sweeps = {version = ">=0.2.0rc1, <0.3.0a.dev", source = "pypi", allow-prereleases = true}
 param-sweeps = {git = "https://github.com/MiraGeoscience/param-sweeps.git", rev = "develop"}
 
 ## force some versions to resolve incompatible resolution between PyPI and Conda
diff --git a/simpeg_drivers-assets/__init__.py b/simpeg_drivers-assets/__init__.py
index 47bdcd36..de0aa247 100644
--- a/simpeg_drivers-assets/__init__.py
+++ b/simpeg_drivers-assets/__init__.py
@@ -1,17 +1,16 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 #
 #  This file is part of simpeg-drivers.
 #
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
 #
 # ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
diff --git a/simpeg_drivers/__init__.py b/simpeg_drivers/__init__.py
index 5c7e774f..2b0740e4 100644
--- a/simpeg_drivers/__init__.py
+++ b/simpeg_drivers/__init__.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 from __future__ import annotations
 
diff --git a/simpeg_drivers/components/__init__.py b/simpeg_drivers/components/__init__.py
index 0e01f0b5..c577782d 100644
--- a/simpeg_drivers/components/__init__.py
+++ b/simpeg_drivers/components/__init__.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 # pylint: disable=unused-import
 # flake8: noqa
diff --git a/simpeg_drivers/components/data.py b/simpeg_drivers/components/data.py
index bc478e4e..fcc64b31 100644
--- a/simpeg_drivers/components/data.py
+++ b/simpeg_drivers/components/data.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/__init__.py b/simpeg_drivers/components/factories/__init__.py
index 2ba1a95e..b1317380 100644
--- a/simpeg_drivers/components/factories/__init__.py
+++ b/simpeg_drivers/components/factories/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/abstract_factory.py b/simpeg_drivers/components/factories/abstract_factory.py
index 55fba887..d693ff94 100644
--- a/simpeg_drivers/components/factories/abstract_factory.py
+++ b/simpeg_drivers/components/factories/abstract_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/directives_factory.py b/simpeg_drivers/components/factories/directives_factory.py
index 6721ef7f..4a0bcf1a 100644
--- a/simpeg_drivers/components/factories/directives_factory.py
+++ b/simpeg_drivers/components/factories/directives_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=W0613
diff --git a/simpeg_drivers/components/factories/entity_factory.py b/simpeg_drivers/components/factories/entity_factory.py
index f87abd39..ff6da5ee 100644
--- a/simpeg_drivers/components/factories/entity_factory.py
+++ b/simpeg_drivers/components/factories/entity_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=W0221
diff --git a/simpeg_drivers/components/factories/misfit_factory.py b/simpeg_drivers/components/factories/misfit_factory.py
index 7b2e36a9..a32b1269 100644
--- a/simpeg_drivers/components/factories/misfit_factory.py
+++ b/simpeg_drivers/components/factories/misfit_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index 086e0fc7..a2efd10a 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=W0613
diff --git a/simpeg_drivers/components/factories/simpeg_factory.py b/simpeg_drivers/components/factories/simpeg_factory.py
index a175f222..13f2ec74 100644
--- a/simpeg_drivers/components/factories/simpeg_factory.py
+++ b/simpeg_drivers/components/factories/simpeg_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/simulation_factory.py b/simpeg_drivers/components/factories/simulation_factory.py
index a68a0506..bcec02d9 100644
--- a/simpeg_drivers/components/factories/simulation_factory.py
+++ b/simpeg_drivers/components/factories/simulation_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=W0613
diff --git a/simpeg_drivers/components/factories/source_factory.py b/simpeg_drivers/components/factories/source_factory.py
index f10781d6..8d35f7e4 100644
--- a/simpeg_drivers/components/factories/source_factory.py
+++ b/simpeg_drivers/components/factories/source_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/factories/survey_factory.py b/simpeg_drivers/components/factories/survey_factory.py
index 1169633e..589a8de9 100644
--- a/simpeg_drivers/components/factories/survey_factory.py
+++ b/simpeg_drivers/components/factories/survey_factory.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=W0613
diff --git a/simpeg_drivers/components/locations.py b/simpeg_drivers/components/locations.py
index 5fa4f617..867c04d7 100644
--- a/simpeg_drivers/components/locations.py
+++ b/simpeg_drivers/components/locations.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/meshes.py b/simpeg_drivers/components/meshes.py
index e397cd3c..e66bac48 100644
--- a/simpeg_drivers/components/meshes.py
+++ b/simpeg_drivers/components/meshes.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/models.py b/simpeg_drivers/components/models.py
index f5732bf0..bba96ba9 100644
--- a/simpeg_drivers/components/models.py
+++ b/simpeg_drivers/components/models.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
@@ -594,6 +587,6 @@ def model_type(self):
     @model_type.setter
     def model_type(self, v):
         if v not in self.model_types:
-            msg = f"Invalid model_type: {v}. Must be one of {*self.model_types, }."
+            msg = f"Invalid model_type: {v}. Must be one of {(*self.model_types,)}."
             raise ValueError(msg)
         self._model_type = v
diff --git a/simpeg_drivers/components/topography.py b/simpeg_drivers/components/topography.py
index a267cf5e..3c22415a 100644
--- a/simpeg_drivers/components/topography.py
+++ b/simpeg_drivers/components/topography.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/components/windows.py b/simpeg_drivers/components/windows.py
index 497f5718..32454e28 100644
--- a/simpeg_drivers/components/windows.py
+++ b/simpeg_drivers/components/windows.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/constants.py b/simpeg_drivers/constants.py
index 487a2ec1..8f904270 100644
--- a/simpeg_drivers/constants.py
+++ b/simpeg_drivers/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/depth_of_investigation/__init__.py b/simpeg_drivers/depth_of_investigation/__init__.py
index 73fae11a..de0ac9af 100644
--- a/simpeg_drivers/depth_of_investigation/__init__.py
+++ b/simpeg_drivers/depth_of_investigation/__init__.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/__init__.py b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/__init__.py
index 73fae11a..de0ac9af 100644
--- a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/__init__.py
+++ b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/__init__.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/driver.py b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/driver.py
index 6bf83b49..72ebfee4 100644
--- a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/driver.py
+++ b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/driver.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/params.py b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/params.py
index 99aaa5b3..9db40a3b 100644
--- a/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/params.py
+++ b/simpeg_drivers/depth_of_investigation/sensitivity_cutoff/params.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/driver.py b/simpeg_drivers/driver.py
index a81c12ff..5b25cf8d 100644
--- a/simpeg_drivers/driver.py
+++ b/simpeg_drivers/driver.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 # flake8: noqa
 
 from __future__ import annotations
@@ -460,7 +454,7 @@ def start(cls, filepath: str | Path, driver_class=None):
         inversion_type = ifile.ui_json.get("inversion_type", None)
         if inversion_type not in DRIVER_MAP:
             msg = f"Inversion type {inversion_type} is not supported."
-            msg += f" Valid inversions are: {*list(DRIVER_MAP), }."
+            msg += f" Valid inversions are: {(*list(DRIVER_MAP),)}."
             raise NotImplementedError(msg)
 
         mod_name, class_name = DRIVER_MAP.get(inversion_type)
diff --git a/simpeg_drivers/electricals/__init__.py b/simpeg_drivers/electricals/__init__.py
index f1cc7813..2d06129e 100644
--- a/simpeg_drivers/electricals/__init__.py
+++ b/simpeg_drivers/electricals/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/__init__.py b/simpeg_drivers/electricals/direct_current/__init__.py
index de3a54f7..4d06f672 100644
--- a/simpeg_drivers/electricals/direct_current/__init__.py
+++ b/simpeg_drivers/electricals/direct_current/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/constants.py b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/constants.py
index 7e560382..4c155330 100644
--- a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/constants.py
+++ b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/driver.py b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/driver.py
index 6f831109..931f5c0f 100644
--- a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/driver.py
+++ b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/params.py b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/params.py
index 6d4b5edd..d2987f95 100644
--- a/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/params.py
+++ b/simpeg_drivers/electricals/direct_current/pseudo_three_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/three_dimensions/__init__.py b/simpeg_drivers/electricals/direct_current/three_dimensions/__init__.py
index c87f9fc6..5a77fe95 100644
--- a/simpeg_drivers/electricals/direct_current/three_dimensions/__init__.py
+++ b/simpeg_drivers/electricals/direct_current/three_dimensions/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import DirectCurrent3DParams
diff --git a/simpeg_drivers/electricals/direct_current/three_dimensions/constants.py b/simpeg_drivers/electricals/direct_current/three_dimensions/constants.py
index cc8b1522..f7b574d0 100644
--- a/simpeg_drivers/electricals/direct_current/three_dimensions/constants.py
+++ b/simpeg_drivers/electricals/direct_current/three_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/three_dimensions/driver.py b/simpeg_drivers/electricals/direct_current/three_dimensions/driver.py
index b34ec492..80566c0a 100644
--- a/simpeg_drivers/electricals/direct_current/three_dimensions/driver.py
+++ b/simpeg_drivers/electricals/direct_current/three_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/three_dimensions/params.py b/simpeg_drivers/electricals/direct_current/three_dimensions/params.py
index 3f49d2af..56b833d7 100644
--- a/simpeg_drivers/electricals/direct_current/three_dimensions/params.py
+++ b/simpeg_drivers/electricals/direct_current/three_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/two_dimensions/__init__.py b/simpeg_drivers/electricals/direct_current/two_dimensions/__init__.py
index cd302086..970f5f01 100644
--- a/simpeg_drivers/electricals/direct_current/two_dimensions/__init__.py
+++ b/simpeg_drivers/electricals/direct_current/two_dimensions/__init__.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 from .params import DirectCurrent2DParams
 
diff --git a/simpeg_drivers/electricals/direct_current/two_dimensions/constants.py b/simpeg_drivers/electricals/direct_current/two_dimensions/constants.py
index af064bcc..94cf4c32 100644
--- a/simpeg_drivers/electricals/direct_current/two_dimensions/constants.py
+++ b/simpeg_drivers/electricals/direct_current/two_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/two_dimensions/driver.py b/simpeg_drivers/electricals/direct_current/two_dimensions/driver.py
index 6ebd798c..95dbbbbb 100644
--- a/simpeg_drivers/electricals/direct_current/two_dimensions/driver.py
+++ b/simpeg_drivers/electricals/direct_current/two_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/direct_current/two_dimensions/params.py b/simpeg_drivers/electricals/direct_current/two_dimensions/params.py
index fcda1ca6..a9deb13d 100644
--- a/simpeg_drivers/electricals/direct_current/two_dimensions/params.py
+++ b/simpeg_drivers/electricals/direct_current/two_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/driver.py b/simpeg_drivers/electricals/driver.py
index 59248695..f0a87d78 100644
--- a/simpeg_drivers/electricals/driver.py
+++ b/simpeg_drivers/electricals/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/__init__.py b/simpeg_drivers/electricals/induced_polarization/__init__.py
index de3a54f7..4d06f672 100644
--- a/simpeg_drivers/electricals/induced_polarization/__init__.py
+++ b/simpeg_drivers/electricals/induced_polarization/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/constants.py b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/constants.py
index 936feaf7..edd5e580 100644
--- a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/constants.py
+++ b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/driver.py b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/driver.py
index 22581042..f41ab6a7 100644
--- a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/driver.py
+++ b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/params.py b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/params.py
index 0fb92085..93112c9b 100644
--- a/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/params.py
+++ b/simpeg_drivers/electricals/induced_polarization/pseudo_three_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/three_dimensions/__init__.py b/simpeg_drivers/electricals/induced_polarization/three_dimensions/__init__.py
index 860286c4..4bf5a597 100644
--- a/simpeg_drivers/electricals/induced_polarization/three_dimensions/__init__.py
+++ b/simpeg_drivers/electricals/induced_polarization/three_dimensions/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import InducedPolarization3DParams
diff --git a/simpeg_drivers/electricals/induced_polarization/three_dimensions/constants.py b/simpeg_drivers/electricals/induced_polarization/three_dimensions/constants.py
index 42e2875a..5d582215 100644
--- a/simpeg_drivers/electricals/induced_polarization/three_dimensions/constants.py
+++ b/simpeg_drivers/electricals/induced_polarization/three_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/three_dimensions/driver.py b/simpeg_drivers/electricals/induced_polarization/three_dimensions/driver.py
index db923421..7e9a33f6 100644
--- a/simpeg_drivers/electricals/induced_polarization/three_dimensions/driver.py
+++ b/simpeg_drivers/electricals/induced_polarization/three_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/three_dimensions/params.py b/simpeg_drivers/electricals/induced_polarization/three_dimensions/params.py
index 096cb19e..8ecaa5bc 100644
--- a/simpeg_drivers/electricals/induced_polarization/three_dimensions/params.py
+++ b/simpeg_drivers/electricals/induced_polarization/three_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/two_dimensions/__init__.py b/simpeg_drivers/electricals/induced_polarization/two_dimensions/__init__.py
index 680ae2c9..4a6b1cb1 100644
--- a/simpeg_drivers/electricals/induced_polarization/two_dimensions/__init__.py
+++ b/simpeg_drivers/electricals/induced_polarization/two_dimensions/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import InducedPolarization2DParams
diff --git a/simpeg_drivers/electricals/induced_polarization/two_dimensions/constants.py b/simpeg_drivers/electricals/induced_polarization/two_dimensions/constants.py
index e79b01c0..00bf5619 100644
--- a/simpeg_drivers/electricals/induced_polarization/two_dimensions/constants.py
+++ b/simpeg_drivers/electricals/induced_polarization/two_dimensions/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/two_dimensions/driver.py b/simpeg_drivers/electricals/induced_polarization/two_dimensions/driver.py
index 8347de5c..31450649 100644
--- a/simpeg_drivers/electricals/induced_polarization/two_dimensions/driver.py
+++ b/simpeg_drivers/electricals/induced_polarization/two_dimensions/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/induced_polarization/two_dimensions/params.py b/simpeg_drivers/electricals/induced_polarization/two_dimensions/params.py
index b71dea9a..1c7a98e3 100644
--- a/simpeg_drivers/electricals/induced_polarization/two_dimensions/params.py
+++ b/simpeg_drivers/electricals/induced_polarization/two_dimensions/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electricals/params.py b/simpeg_drivers/electricals/params.py
index fa193de0..b13c6f90 100644
--- a/simpeg_drivers/electricals/params.py
+++ b/simpeg_drivers/electricals/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/__init__.py b/simpeg_drivers/electromagnetics/__init__.py
index de3a54f7..4d06f672 100644
--- a/simpeg_drivers/electromagnetics/__init__.py
+++ b/simpeg_drivers/electromagnetics/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/electromagnetics/frequency_domain/__init__.py b/simpeg_drivers/electromagnetics/frequency_domain/__init__.py
index d9d1e73c..9dc6d396 100644
--- a/simpeg_drivers/electromagnetics/frequency_domain/__init__.py
+++ b/simpeg_drivers/electromagnetics/frequency_domain/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import FrequencyDomainElectromagneticsParams
diff --git a/simpeg_drivers/electromagnetics/frequency_domain/constants.py b/simpeg_drivers/electromagnetics/frequency_domain/constants.py
index 85cdb0f5..4ecb2603 100644
--- a/simpeg_drivers/electromagnetics/frequency_domain/constants.py
+++ b/simpeg_drivers/electromagnetics/frequency_domain/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/frequency_domain/driver.py b/simpeg_drivers/electromagnetics/frequency_domain/driver.py
index a0351137..78dd8cc3 100644
--- a/simpeg_drivers/electromagnetics/frequency_domain/driver.py
+++ b/simpeg_drivers/electromagnetics/frequency_domain/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/frequency_domain/params.py b/simpeg_drivers/electromagnetics/frequency_domain/params.py
index 73d621fc..ed48874d 100644
--- a/simpeg_drivers/electromagnetics/frequency_domain/params.py
+++ b/simpeg_drivers/electromagnetics/frequency_domain/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/time_domain/__init__.py b/simpeg_drivers/electromagnetics/time_domain/__init__.py
index c4b6eb3d..0649217f 100644
--- a/simpeg_drivers/electromagnetics/time_domain/__init__.py
+++ b/simpeg_drivers/electromagnetics/time_domain/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import TimeDomainElectromagneticsParams
diff --git a/simpeg_drivers/electromagnetics/time_domain/constants.py b/simpeg_drivers/electromagnetics/time_domain/constants.py
index 0a21abf3..6178d2cc 100644
--- a/simpeg_drivers/electromagnetics/time_domain/constants.py
+++ b/simpeg_drivers/electromagnetics/time_domain/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/time_domain/driver.py b/simpeg_drivers/electromagnetics/time_domain/driver.py
index b04c67e1..4e5ecb6b 100644
--- a/simpeg_drivers/electromagnetics/time_domain/driver.py
+++ b/simpeg_drivers/electromagnetics/time_domain/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/electromagnetics/time_domain/params.py b/simpeg_drivers/electromagnetics/time_domain/params.py
index fb4623c4..0f2d9340 100644
--- a/simpeg_drivers/electromagnetics/time_domain/params.py
+++ b/simpeg_drivers/electromagnetics/time_domain/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/__init__.py b/simpeg_drivers/joint/__init__.py
index de3a54f7..4d06f672 100644
--- a/simpeg_drivers/joint/__init__.py
+++ b/simpeg_drivers/joint/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/joint/constants.py b/simpeg_drivers/joint/constants.py
index 02e1de66..d61346a6 100644
--- a/simpeg_drivers/joint/constants.py
+++ b/simpeg_drivers/joint/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/driver.py b/simpeg_drivers/joint/driver.py
index 73bc1fbb..951417fd 100644
--- a/simpeg_drivers/joint/driver.py
+++ b/simpeg_drivers/joint/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=unexpected-keyword-arg, no-value-for-parameter
diff --git a/simpeg_drivers/joint/joint_cross_gradient/__init__.py b/simpeg_drivers/joint/joint_cross_gradient/__init__.py
index b0dba7bb..e46957ca 100644
--- a/simpeg_drivers/joint/joint_cross_gradient/__init__.py
+++ b/simpeg_drivers/joint/joint_cross_gradient/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import JointCrossGradientParams
diff --git a/simpeg_drivers/joint/joint_cross_gradient/constants.py b/simpeg_drivers/joint/joint_cross_gradient/constants.py
index 559ee979..0991cbc7 100644
--- a/simpeg_drivers/joint/joint_cross_gradient/constants.py
+++ b/simpeg_drivers/joint/joint_cross_gradient/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/joint_cross_gradient/driver.py b/simpeg_drivers/joint/joint_cross_gradient/driver.py
index ca3dd3b0..05c3dc40 100644
--- a/simpeg_drivers/joint/joint_cross_gradient/driver.py
+++ b/simpeg_drivers/joint/joint_cross_gradient/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=unexpected-keyword-arg, no-value-for-parameter
diff --git a/simpeg_drivers/joint/joint_cross_gradient/params.py b/simpeg_drivers/joint/joint_cross_gradient/params.py
index 3eceabb3..5403b2a9 100644
--- a/simpeg_drivers/joint/joint_cross_gradient/params.py
+++ b/simpeg_drivers/joint/joint_cross_gradient/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/joint_surveys/__init__.py b/simpeg_drivers/joint/joint_surveys/__init__.py
index a7f0f453..101990b9 100644
--- a/simpeg_drivers/joint/joint_surveys/__init__.py
+++ b/simpeg_drivers/joint/joint_surveys/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import JointSurveysParams
diff --git a/simpeg_drivers/joint/joint_surveys/constants.py b/simpeg_drivers/joint/joint_surveys/constants.py
index 3788d7d6..7cb55b50 100644
--- a/simpeg_drivers/joint/joint_surveys/constants.py
+++ b/simpeg_drivers/joint/joint_surveys/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/joint_surveys/driver.py b/simpeg_drivers/joint/joint_surveys/driver.py
index ad361e22..d2b6a816 100644
--- a/simpeg_drivers/joint/joint_surveys/driver.py
+++ b/simpeg_drivers/joint/joint_surveys/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/joint_surveys/params.py b/simpeg_drivers/joint/joint_surveys/params.py
index 524f203e..d24f141f 100644
--- a/simpeg_drivers/joint/joint_surveys/params.py
+++ b/simpeg_drivers/joint/joint_surveys/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/joint/params.py b/simpeg_drivers/joint/params.py
index 16375dd2..1cb68812 100644
--- a/simpeg_drivers/joint/params.py
+++ b/simpeg_drivers/joint/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/line_sweep/driver.py b/simpeg_drivers/line_sweep/driver.py
index 5586f160..fa7197f6 100644
--- a/simpeg_drivers/line_sweep/driver.py
+++ b/simpeg_drivers/line_sweep/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/__init__.py b/simpeg_drivers/natural_sources/__init__.py
index 4967d775..4c01f5d1 100644
--- a/simpeg_drivers/natural_sources/__init__.py
+++ b/simpeg_drivers/natural_sources/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .magnetotellurics import MagnetotelluricsParams
diff --git a/simpeg_drivers/natural_sources/magnetotellurics/__init__.py b/simpeg_drivers/natural_sources/magnetotellurics/__init__.py
index 08c2e08a..bb61690f 100644
--- a/simpeg_drivers/natural_sources/magnetotellurics/__init__.py
+++ b/simpeg_drivers/natural_sources/magnetotellurics/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import MagnetotelluricsParams
diff --git a/simpeg_drivers/natural_sources/magnetotellurics/constants.py b/simpeg_drivers/natural_sources/magnetotellurics/constants.py
index 302c35fe..a25caf4e 100644
--- a/simpeg_drivers/natural_sources/magnetotellurics/constants.py
+++ b/simpeg_drivers/natural_sources/magnetotellurics/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/magnetotellurics/driver.py b/simpeg_drivers/natural_sources/magnetotellurics/driver.py
index 09c00bdf..b293ad71 100644
--- a/simpeg_drivers/natural_sources/magnetotellurics/driver.py
+++ b/simpeg_drivers/natural_sources/magnetotellurics/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/magnetotellurics/params.py b/simpeg_drivers/natural_sources/magnetotellurics/params.py
index 264a760a..ed2696c8 100644
--- a/simpeg_drivers/natural_sources/magnetotellurics/params.py
+++ b/simpeg_drivers/natural_sources/magnetotellurics/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/tipper/__init__.py b/simpeg_drivers/natural_sources/tipper/__init__.py
index cb1a3310..2cb63156 100644
--- a/simpeg_drivers/natural_sources/tipper/__init__.py
+++ b/simpeg_drivers/natural_sources/tipper/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import TipperParams
diff --git a/simpeg_drivers/natural_sources/tipper/constants.py b/simpeg_drivers/natural_sources/tipper/constants.py
index 9bacb75c..1355c375 100644
--- a/simpeg_drivers/natural_sources/tipper/constants.py
+++ b/simpeg_drivers/natural_sources/tipper/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/tipper/driver.py b/simpeg_drivers/natural_sources/tipper/driver.py
index 20b9a055..ec86f368 100644
--- a/simpeg_drivers/natural_sources/tipper/driver.py
+++ b/simpeg_drivers/natural_sources/tipper/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/natural_sources/tipper/params.py b/simpeg_drivers/natural_sources/tipper/params.py
index 83e14582..ceb71d53 100644
--- a/simpeg_drivers/natural_sources/tipper/params.py
+++ b/simpeg_drivers/natural_sources/tipper/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/params.py b/simpeg_drivers/params.py
index 7c23c1d9..b124f93f 100644
--- a/simpeg_drivers/params.py
+++ b/simpeg_drivers/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/__init__.py b/simpeg_drivers/potential_fields/__init__.py
index b5634440..67b0a1b8 100644
--- a/simpeg_drivers/potential_fields/__init__.py
+++ b/simpeg_drivers/potential_fields/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .gravity.params import GravityParams
diff --git a/simpeg_drivers/potential_fields/gravity/__init__.py b/simpeg_drivers/potential_fields/gravity/__init__.py
index db8049a0..856c8b15 100644
--- a/simpeg_drivers/potential_fields/gravity/__init__.py
+++ b/simpeg_drivers/potential_fields/gravity/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import GravityParams
diff --git a/simpeg_drivers/potential_fields/gravity/constants.py b/simpeg_drivers/potential_fields/gravity/constants.py
index 07741ce4..98287ae9 100644
--- a/simpeg_drivers/potential_fields/gravity/constants.py
+++ b/simpeg_drivers/potential_fields/gravity/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/gravity/driver.py b/simpeg_drivers/potential_fields/gravity/driver.py
index f93e383f..6235d1a1 100644
--- a/simpeg_drivers/potential_fields/gravity/driver.py
+++ b/simpeg_drivers/potential_fields/gravity/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/gravity/params.py b/simpeg_drivers/potential_fields/gravity/params.py
index 5961bdb3..eaba1f75 100644
--- a/simpeg_drivers/potential_fields/gravity/params.py
+++ b/simpeg_drivers/potential_fields/gravity/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/magnetic_scalar/__init__.py b/simpeg_drivers/potential_fields/magnetic_scalar/__init__.py
index 38b9db7a..f36feceb 100644
--- a/simpeg_drivers/potential_fields/magnetic_scalar/__init__.py
+++ b/simpeg_drivers/potential_fields/magnetic_scalar/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import MagneticScalarParams
diff --git a/simpeg_drivers/potential_fields/magnetic_scalar/constants.py b/simpeg_drivers/potential_fields/magnetic_scalar/constants.py
index 6f8685b3..8ee7e8e9 100644
--- a/simpeg_drivers/potential_fields/magnetic_scalar/constants.py
+++ b/simpeg_drivers/potential_fields/magnetic_scalar/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/magnetic_scalar/driver.py b/simpeg_drivers/potential_fields/magnetic_scalar/driver.py
index 797221d1..a96f63b1 100644
--- a/simpeg_drivers/potential_fields/magnetic_scalar/driver.py
+++ b/simpeg_drivers/potential_fields/magnetic_scalar/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/magnetic_scalar/params.py b/simpeg_drivers/potential_fields/magnetic_scalar/params.py
index fb02047a..3a637c68 100644
--- a/simpeg_drivers/potential_fields/magnetic_scalar/params.py
+++ b/simpeg_drivers/potential_fields/magnetic_scalar/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 # pylint: disable=too-many-public-methods
diff --git a/simpeg_drivers/potential_fields/magnetic_vector/__init__.py b/simpeg_drivers/potential_fields/magnetic_vector/__init__.py
index b9c0d289..f94f5e6f 100644
--- a/simpeg_drivers/potential_fields/magnetic_vector/__init__.py
+++ b/simpeg_drivers/potential_fields/magnetic_vector/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from .params import MagneticVectorParams
diff --git a/simpeg_drivers/potential_fields/magnetic_vector/constants.py b/simpeg_drivers/potential_fields/magnetic_vector/constants.py
index b615a5ae..522d9998 100644
--- a/simpeg_drivers/potential_fields/magnetic_vector/constants.py
+++ b/simpeg_drivers/potential_fields/magnetic_vector/constants.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/magnetic_vector/driver.py b/simpeg_drivers/potential_fields/magnetic_vector/driver.py
index 24a38dd2..a240bfc4 100644
--- a/simpeg_drivers/potential_fields/magnetic_vector/driver.py
+++ b/simpeg_drivers/potential_fields/magnetic_vector/driver.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/potential_fields/magnetic_vector/params.py b/simpeg_drivers/potential_fields/magnetic_vector/params.py
index 8462759b..3a58e427 100644
--- a/simpeg_drivers/potential_fields/magnetic_vector/params.py
+++ b/simpeg_drivers/potential_fields/magnetic_vector/params.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/simpeg_drivers/utils/__init__.py b/simpeg_drivers/utils/__init__.py
index de3a54f7..4d06f672 100644
--- a/simpeg_drivers/utils/__init__.py
+++ b/simpeg_drivers/utils/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/simpeg_drivers/utils/meshes.py b/simpeg_drivers/utils/meshes.py
index 0547fb46..3f54b77c 100644
--- a/simpeg_drivers/utils/meshes.py
+++ b/simpeg_drivers/utils/meshes.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/utils/surveys.py b/simpeg_drivers/utils/surveys.py
index 8ddb42a8..7dce4bd6 100644
--- a/simpeg_drivers/utils/surveys.py
+++ b/simpeg_drivers/utils/surveys.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 from __future__ import annotations
 
diff --git a/simpeg_drivers/utils/testing.py b/simpeg_drivers/utils/testing.py
index d61106cd..66c766c1 100644
--- a/simpeg_drivers/utils/testing.py
+++ b/simpeg_drivers/utils/testing.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 import warnings
 from pathlib import Path
diff --git a/simpeg_drivers/utils/tile_estimate.py b/simpeg_drivers/utils/tile_estimate.py
index 3e3ba44c..4268807a 100644
--- a/simpeg_drivers/utils/tile_estimate.py
+++ b/simpeg_drivers/utils/tile_estimate.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/simpeg_drivers/utils/utils.py b/simpeg_drivers/utils/utils.py
index 4d53cc1f..63859593 100644
--- a/simpeg_drivers/utils/utils.py
+++ b/simpeg_drivers/utils/utils.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
@@ -97,8 +90,7 @@ def calculate_2D_trend(
     """
     if not isinstance(order, int) or order < 0:
         raise ValueError(
-            "Polynomial 'order' should be an integer > 0. "
-            f"Value of {order} provided."
+            f"Polynomial 'order' should be an integer > 0. Value of {order} provided."
         )
 
     ind_nan = ~np.isnan(values)
@@ -112,7 +104,7 @@ def calculate_2D_trend(
         values = values[hull.vertices]
     elif method != "all":
         raise ValueError(
-            "'method' must be either 'all', or 'perimeter'. " f"Value {method} provided"
+            f"'method' must be either 'all', or 'perimeter'. Value {method} provided"
         )
 
     # Compute center of mass
diff --git a/simpeg_drivers/utils/write_default_uijson.py b/simpeg_drivers/utils/write_default_uijson.py
index 06651db7..c3e1c916 100644
--- a/simpeg_drivers/utils/write_default_uijson.py
+++ b/simpeg_drivers/utils/write_default_uijson.py
@@ -1,19 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 from __future__ import annotations
 
diff --git a/tests/__init__.py b/tests/__init__.py
index de3a54f7..4d06f672 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,16 +1,9 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
diff --git a/tests/assets_path_test.py b/tests/assets_path_test.py
index e9d4a74d..c0510ad1 100644
--- a/tests/assets_path_test.py
+++ b/tests/assets_path_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from simpeg_drivers import assets_path
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 553bd7dc..5317a66f 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/constants_test.py b/tests/constants_test.py
index 108954c2..991285a6 100644
--- a/tests/constants_test.py
+++ b/tests/constants_test.py
@@ -1,11 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.                                     '
-#                                                                              '
-#  This file is part of geoapps.                                               '
-#                                                                              '
-#  geoapps is distributed under the terms and conditions of the MIT License    '
-#  (see LICENSE file at the root of this source code package).                 '
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/data_test.py b/tests/data_test.py
index 82da29e2..b548390f 100644
--- a/tests/data_test.py
+++ b/tests/data_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/depth_of_investivation_tests/sensitivity_cutoff_test.py b/tests/depth_of_investivation_tests/sensitivity_cutoff_test.py
index 1bbcc71a..d377c1b5 100644
--- a/tests/depth_of_investivation_tests/sensitivity_cutoff_test.py
+++ b/tests/depth_of_investivation_tests/sensitivity_cutoff_test.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/tests/driver_test.py b/tests/driver_test.py
index fd89f4c0..55363efe 100644
--- a/tests/driver_test.py
+++ b/tests/driver_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from pathlib import Path
 
diff --git a/tests/locations_test.py b/tests/locations_test.py
index 543b01de..cd66c75c 100644
--- a/tests/locations_test.py
+++ b/tests/locations_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/meshes_test.py b/tests/meshes_test.py
index 9c1ee946..234d63ef 100644
--- a/tests/meshes_test.py
+++ b/tests/meshes_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/models_test.py b/tests/models_test.py
index fa7de3ad..599e9812 100644
--- a/tests/models_test.py
+++ b/tests/models_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/params_test.py b/tests/params_test.py
index b1d13dd6..0767b77f 100644
--- a/tests/params_test.py
+++ b/tests/params_test.py
@@ -1,11 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.                                     '
-#                                                                              '
-#  This file is part of geoapps.                                               '
-#                                                                              '
-#  geoapps is distributed under the terms and conditions of the MIT License    '
-#  (see LICENSE file at the root of this source code package).                 '
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 # pylint: disable=redefined-outer-name
 
diff --git a/tests/run_tests/__init__.py b/tests/run_tests/__init__.py
index 9d502a42..f488969a 100644
--- a/tests/run_tests/__init__.py
+++ b/tests/run_tests/__init__.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/tests/run_tests/driver_airborne_tem_test.py b/tests/run_tests/driver_airborne_tem_test.py
index 7e86d73f..a818749c 100644
--- a/tests/run_tests/driver_airborne_tem_test.py
+++ b/tests/run_tests/driver_airborne_tem_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_dc_2d_test.py b/tests/run_tests/driver_dc_2d_test.py
index 1b4c7317..26ff19a0 100644
--- a/tests/run_tests/driver_dc_2d_test.py
+++ b/tests/run_tests/driver_dc_2d_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/tests/run_tests/driver_dc_p3d_test.py b/tests/run_tests/driver_dc_p3d_test.py
index bdbaf5a3..f5cf8015 100644
--- a/tests/run_tests/driver_dc_p3d_test.py
+++ b/tests/run_tests/driver_dc_p3d_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 
 from __future__ import annotations
diff --git a/tests/run_tests/driver_dc_test.py b/tests/run_tests/driver_dc_test.py
index ceee3310..77d7d792 100644
--- a/tests/run_tests/driver_dc_test.py
+++ b/tests/run_tests/driver_dc_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_fem_test.py b/tests/run_tests/driver_fem_test.py
index cc573f9c..88fdfbee 100644
--- a/tests/run_tests/driver_fem_test.py
+++ b/tests/run_tests/driver_fem_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 # pylint: disable=too-many-locals
 
diff --git a/tests/run_tests/driver_grav_test.py b/tests/run_tests/driver_grav_test.py
index e5be32f8..c97707c9 100644
--- a/tests/run_tests/driver_grav_test.py
+++ b/tests/run_tests/driver_grav_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
@@ -139,9 +132,9 @@ def test_gravity_run(
             for pred in run_ws.get_entity("Iteration_0_gz")
             if pred.parent.parent.name == "Gravity Inversion"
         )
-        assert not any(
-            np.isnan(predicted.values)
-        ), "Predicted data should not have nans."
+        assert not any(np.isnan(predicted.values)), (
+            "Predicted data should not have nans."
+        )
         output["data"] = orig_gz
 
         assert len(run_ws.get_entity("SimPEG.log")) == 2
diff --git a/tests/run_tests/driver_ground_tem_test.py b/tests/run_tests/driver_ground_tem_test.py
index 354465e0..68e2c4dc 100644
--- a/tests/run_tests/driver_ground_tem_test.py
+++ b/tests/run_tests/driver_ground_tem_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_ip_2d_test.py b/tests/run_tests/driver_ip_2d_test.py
index 1d0d3efc..7cddae02 100644
--- a/tests/run_tests/driver_ip_2d_test.py
+++ b/tests/run_tests/driver_ip_2d_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_ip_p3d_test.py b/tests/run_tests/driver_ip_p3d_test.py
index bb10a03b..53f2a7bf 100644
--- a/tests/run_tests/driver_ip_p3d_test.py
+++ b/tests/run_tests/driver_ip_p3d_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_ip_test.py b/tests/run_tests/driver_ip_test.py
index 22462bf4..083c2411 100644
--- a/tests/run_tests/driver_ip_test.py
+++ b/tests/run_tests/driver_ip_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_joint_cross_gradient_test.py b/tests/run_tests/driver_joint_cross_gradient_test.py
index 11c7329b..1a5a6ea2 100644
--- a/tests/run_tests/driver_joint_cross_gradient_test.py
+++ b/tests/run_tests/driver_joint_cross_gradient_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from pathlib import Path
 
diff --git a/tests/run_tests/driver_joint_surveys_test.py b/tests/run_tests/driver_joint_surveys_test.py
index b9669098..6fb15c12 100644
--- a/tests/run_tests/driver_joint_surveys_test.py
+++ b/tests/run_tests/driver_joint_surveys_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from pathlib import Path
 
diff --git a/tests/run_tests/driver_mag_test.py b/tests/run_tests/driver_mag_test.py
index c1015a50..c000f81a 100644
--- a/tests/run_tests/driver_mag_test.py
+++ b/tests/run_tests/driver_mag_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_mt_test.py b/tests/run_tests/driver_mt_test.py
index 2949f98b..80e40605 100644
--- a/tests/run_tests/driver_mt_test.py
+++ b/tests/run_tests/driver_mt_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 # pylint: disable=too-many-locals
 
diff --git a/tests/run_tests/driver_mvi_test.py b/tests/run_tests/driver_mvi_test.py
index 2c2f4261..5927a5ca 100644
--- a/tests/run_tests/driver_mvi_test.py
+++ b/tests/run_tests/driver_mvi_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_tile_estimator_test.py b/tests/run_tests/driver_tile_estimator_test.py
index 9b8ac2be..21ffb275 100644
--- a/tests/run_tests/driver_tile_estimator_test.py
+++ b/tests/run_tests/driver_tile_estimator_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/driver_tipper_test.py b/tests/run_tests/driver_tipper_test.py
index 3346af21..e2230f5b 100644
--- a/tests/run_tests/driver_tipper_test.py
+++ b/tests/run_tests/driver_tipper_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/run_tests/sensitivity_cutoff_test.py b/tests/run_tests/sensitivity_cutoff_test.py
index 4d4f7cf5..8d170aa5 100644
--- a/tests/run_tests/sensitivity_cutoff_test.py
+++ b/tests/run_tests/sensitivity_cutoff_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2023-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/topography_test.py b/tests/topography_test.py
index 94f46213..58976e40 100644
--- a/tests/topography_test.py
+++ b/tests/topography_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/utils_meshes_test.py b/tests/utils_meshes_test.py
index 550849fc..3ad9cd5c 100644
--- a/tests/utils_meshes_test.py
+++ b/tests/utils_meshes_test.py
@@ -1,6 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2024 Mira Geoscience Ltd.
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2024-2025 Mira Geoscience Ltd.                                     '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 #
 #  This file is part of simpeg-drivers.
 #
diff --git a/tests/utils_surveys_test.py b/tests/utils_surveys_test.py
index 9597f507..c4a7a0b7 100644
--- a/tests/utils_surveys_test.py
+++ b/tests/utils_surveys_test.py
@@ -1,19 +1,12 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
 from __future__ import annotations
 
diff --git a/tests/version_test.py b/tests/version_test.py
index 265baab3..d551f3be 100644
--- a/tests/version_test.py
+++ b/tests/version_test.py
@@ -1,29 +1,13 @@
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#  Copyright (c) 2023-2024 Mira Geoscience Ltd.
-#  All rights reserved.
-#
-#  This file is part of simpeg-drivers.
-#
-#  The software and information contained herein are proprietary to, and
-#  comprise valuable trade secrets of, Mira Geoscience, which
-#  intend to preserve as trade secrets such software and information.
-#  This software is furnished pursuant to a written license agreement and
-#  may be used, copied, transmitted, and stored only in accordance with
-#  the terms of such license and with the inclusion of the above copyright
-#  notice.  This software and information or any other copies thereof may
-#  not be provided or otherwise made available to any other person.
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-
-#
-#  This file is part of simpeg-drivers.
-#
-#
-# ''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#
-#  This file is part of simpeg_drivers package.
-#
-#  All rights reserved.
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+#  Copyright (c) 2025 Mira Geoscience Ltd.                                          '
+#                                                                                   '
+#  This file is part of simpeg-drivers package.                                     '
+#                                                                                   '
+#  simpeg-drivers is distributed under the terms and conditions of the MIT License  '
+#  (see LICENSE file at the root of this source code package).                      '
+#                                                                                   '
+# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
 
 from __future__ import annotations