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 115ad151..74956f72 100644
--- a/environments/py-3.10-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.10-linux-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: ca22b3cf594fe1241f8f87f565fd22f40f4228a4f15b395006f4324731b6a772
+# input_hash: d73ecef65ed7b0f752cc2f320c00b21f7170a26ac3e84514a882fcfe83a9605f
 
 channels:
   - conda-forge
@@ -20,16 +20,17 @@ dependencies:
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
   - attrs=25.1.0=pyh71513ae_0
-  - babel=2.16.0=pyhd8ed1ab_1
-  - beautifulsoup4=4.12.3=pyha770c72_1
+  - babel=2.17.0=pyhd8ed1ab_0
+  - beautifulsoup4=4.13.3=pyha770c72_0
   - bleach=6.2.0=pyh29332c3_4
   - bleach-with-css=6.2.0=h82add2a_4
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=1.34.4=hb9d3cd8_0
-  - ca-certificates=2024.12.14=hbcca054_0
+  - ca-certificates=2025.1.31=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -56,14 +57,14 @@ dependencies:
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py310h89163eb_0
+  - fonttools=4.55.8=py310h89163eb_0
   - 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_1
   - h11=0.14.0=pyhd8ed1ab_1
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py310hacc6608_103
   - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -77,7 +78,7 @@ dependencies:
   - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh3099207_0
-  - ipython=8.31.0=pyh707e725_0
+  - ipython=8.32.0=pyh907856f_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
@@ -95,10 +96,10 @@ dependencies:
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh31011fe_1
-  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_events=0.12.0=pyh29332c3_0
   - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.4=pyhd8ed1ab_0
+  - jupyterlab=4.3.5=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
@@ -119,7 +120,7 @@ dependencies:
   - libcurl=8.11.1=h332b0f4_0
   - libdeflate=1.23=h4ddbbb0_0
   - libdlf=0.3.0=pyhd8ed1ab_1
-  - libedit=3.1.20240808=pl5321h7949ede_0
+  - libedit=3.1.20250104=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libffi=3.4.2=h7f98852_5
   - libgcc=14.2.0=h77fa898_1
@@ -130,8 +131,8 @@ dependencies:
   - libiconv=1.17=hd590300_2
   - libjpeg-turbo=3.0.0=hd590300_1
   - liblapack=3.9.0=20_linux64_mkl
-  - libllvm14=14.0.6=hcd5def8_4
-  - liblzma=5.6.3=hb9d3cd8_1
+  - libllvm15=15.0.7=hb3ce162_4
+  - liblzma=5.6.4=hb9d3cd8_0
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
   - libpng=1.6.46=h943b412_0
@@ -149,7 +150,7 @@ dependencies:
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
   - llvm-openmp=19.1.7=h024ca30_0
-  - llvmlite=0.43.0=py310h1a6248f_1
+  - llvmlite=0.44.0=py310h1a6248f_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
@@ -158,7 +159,7 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.1.0=pyhd8ed1ab_0
+  - mistune=3.1.1=pyhd8ed1ab_0
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py310h3788b33_0
   - munkres=1.1.4=pyh9f0ad1d_0
@@ -169,11 +170,11 @@ dependencies:
   - nbconvert-core=7.16.6=pyh29332c3_0
   - nbconvert-pandoc=7.16.6=hed9df3c_0
   - nbformat=5.10.4=pyhd8ed1ab_1
-  - ncurses=6.5=h2d0b736_2
+  - ncurses=6.5=h2d0b736_3
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
   - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
-  - numba=0.60.0=py310h5dc88bb_0
+  - numba=0.61.0=py310h699fe88_0
   - numcodecs=0.13.1=py310h5eaa309_0
   - numpy=1.26.4=py310hb13e2d6_0
   - openjpeg=2.5.3=h5fbd93e_0
@@ -221,7 +222,7 @@ dependencies:
   - python_abi=3.10=5_cp310
   - pytz=2024.1=pyhd8ed1ab_0
   - pyyaml=6.0.2=py310h89163eb_2
-  - pyzmq=26.2.0=py310h71f11fc_3
+  - pyzmq=26.2.1=py310h71f11fc_0
   - readline=8.2=h8228510_1
   - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.36.2=pyh29332c3_0
@@ -236,7 +237,7 @@ dependencies:
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
   - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
@@ -288,6 +289,7 @@ dependencies:
   - widgetsnbextension=3.6.10=pyhd8ed1ab_0
   - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h3b0a872_7
@@ -296,11 +298,11 @@ dependencies:
   - zstandard=0.23.0=py310ha39cb0e_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 6400946e..9cf3bf8c 100644
--- a/environments/py-3.10-linux-64.conda.lock.yml
+++ b/environments/py-3.10-linux-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: ca22b3cf594fe1241f8f87f565fd22f40f4228a4f15b395006f4324731b6a772
+# input_hash: d73ecef65ed7b0f752cc2f320c00b21f7170a26ac3e84514a882fcfe83a9605f
 
 channels:
   - conda-forge
@@ -10,12 +10,13 @@ dependencies:
   - _openmp_mutex=4.5=2_kmp_llvm
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=1.34.4=hb9d3cd8_0
-  - ca-certificates=2024.12.14=hbcca054_0
+  - ca-certificates=2025.1.31=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -31,11 +32,11 @@ dependencies:
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py310h89163eb_0
+  - fonttools=4.55.8=py310h89163eb_0
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310hcb52e73_4
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py310hacc6608_103
   - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -59,7 +60,7 @@ dependencies:
   - libcurl=8.11.1=h332b0f4_0
   - libdeflate=1.23=h4ddbbb0_0
   - libdlf=0.3.0=pyhd8ed1ab_1
-  - libedit=3.1.20240808=pl5321h7949ede_0
+  - libedit=3.1.20250104=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libffi=3.4.2=h7f98852_5
   - libgcc=14.2.0=h77fa898_1
@@ -70,8 +71,8 @@ dependencies:
   - libiconv=1.17=hd590300_2
   - libjpeg-turbo=3.0.0=hd590300_1
   - liblapack=3.9.0=20_linux64_mkl
-  - libllvm14=14.0.6=hcd5def8_4
-  - liblzma=5.6.3=hb9d3cd8_1
+  - libllvm15=15.0.7=hb3ce162_4
+  - liblzma=5.6.4=hb9d3cd8_0
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
   - libpng=1.6.46=h943b412_0
@@ -87,15 +88,15 @@ dependencies:
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
   - llvm-openmp=19.1.7=h024ca30_0
-  - llvmlite=0.43.0=py310h1a6248f_1
+  - llvmlite=0.44.0=py310h1a6248f_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py310h89163eb_1
   - matplotlib-base=3.8.4=py310hef631a5_2
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py310h3788b33_0
   - munkres=1.1.4=pyh9f0ad1d_0
-  - ncurses=6.5=h2d0b736_2
-  - numba=0.60.0=py310h5dc88bb_0
+  - ncurses=6.5=h2d0b736_3
+  - numba=0.61.0=py310h699fe88_0
   - numcodecs=0.13.1=py310h5eaa309_0
   - numpy=1.26.4=py310hb13e2d6_0
   - openjpeg=2.5.3=h5fbd93e_0
@@ -126,7 +127,7 @@ dependencies:
   - scipy=1.14.1=py310hfcf56fc_2
   - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - tbb=2021.12.0=h84d6215_4
   - tblib=3.0.0=pyhd8ed1ab_1
   - threadpoolctl=3.5.0=pyhc1e730c_0
@@ -142,6 +143,7 @@ dependencies:
   - wheel=0.45.1=pyhd8ed1ab_1
   - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -149,11 +151,11 @@ dependencies:
   - zstandard=0.23.0=py310ha39cb0e_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 24ece24f..dd765034 100644
--- a/environments/py-3.10-win-64-dev.conda.lock.yml
+++ b/environments/py-3.10-win-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 7327ab4f094c7c6278c24834b48028199bfe4438b048751196b4e832ee329eef
+# input_hash: 545961761a6fd7c3db8ccd2c6af47188a38d76093c7c2ecafb61582fdd424d2d
 
 channels:
   - conda-forge
@@ -18,15 +18,16 @@ dependencies:
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
   - attrs=25.1.0=pyh71513ae_0
-  - babel=2.16.0=pyhd8ed1ab_1
-  - beautifulsoup4=4.12.3=pyha770c72_1
+  - babel=2.17.0=pyhd8ed1ab_0
+  - beautifulsoup4=4.13.3=pyha770c72_0
   - bleach=6.2.0=pyh29332c3_4
   - bleach-with-css=6.2.0=h82add2a_4
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=2024.12.14=h56e8100_0
+  - ca-certificates=2025.1.31=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -54,14 +55,14 @@ dependencies:
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py310h38315fa_0
+  - fonttools=4.55.8=py310h38315fa_0
   - 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_1
   - h11=0.14.0=pyhd8ed1ab_1
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py310h972678a_103
   - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -76,7 +77,7 @@ dependencies:
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
   - ipykernel=6.29.5=pyh4bbf305_0
-  - ipython=8.31.0=pyh7428d3b_0
+  - ipython=8.32.0=pyh9ab4c32_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
@@ -94,10 +95,10 @@ dependencies:
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh5737063_1
-  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_events=0.12.0=pyh29332c3_0
   - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.4=pyhd8ed1ab_0
+  - jupyterlab=4.3.5=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
@@ -121,7 +122,7 @@ dependencies:
   - 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
+  - liblzma=5.6.4=h2466b09_0
   - libpng=1.6.46=had7236b_0
   - libsodium=1.0.20=hc70643c_0
   - libsqlite=3.48.0=h67fdade_1
@@ -132,7 +133,7 @@ dependencies:
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvmlite=0.43.0=py310h0288bfe_1
+  - llvmlite=0.44.0=py310h0288bfe_0
   - locket=1.0.0=pyhd8ed1ab_0
   - m2w64-gcc-libgfortran=5.3.0=6
   - m2w64-gcc-libs=5.3.0=7
@@ -146,7 +147,7 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.1.0=pyhd8ed1ab_0
+  - mistune=3.1.1=pyhd8ed1ab_0
   - mkl=2023.2.0=h6a75c08_50497
   - msgpack-python=1.1.0=py310hc19bc0b_0
   - msys2-conda-epoch=20160418=1
@@ -161,7 +162,7 @@ dependencies:
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
   - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
-  - numba=0.60.0=py310h7793332_0
+  - numba=0.61.0=py310h7793332_0
   - numcodecs=0.13.1=py310hb4db72f_0
   - numpy=1.26.4=py310hf667824_0
   - openjpeg=2.5.3=h4d64b90_0
@@ -208,9 +209,9 @@ dependencies:
   - python_abi=3.10=5_cp310
   - pytz=2024.1=pyhd8ed1ab_0
   - pywin32=307=py310h9e98ed7_3
-  - pywinpty=2.0.14=py310h9e98ed7_0
+  - pywinpty=2.0.15=py310h9e98ed7_0
   - pyyaml=6.0.2=py310h38315fa_2
-  - pyzmq=26.2.0=py310h656833d_3
+  - pyzmq=26.2.1=py310h656833d_0
   - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.36.2=pyh29332c3_0
   - requests=2.32.3=pyhd8ed1ab_1
@@ -224,7 +225,7 @@ dependencies:
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
   - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
@@ -282,6 +283,7 @@ dependencies:
   - winpty=0.4.3=4
   - xorg-libxau=1.0.11=hcd874cb_0
   - xorg-libxdmcp=1.1.3=hcd874cb_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h8ffe710_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=ha9f60a1_7
@@ -290,11 +292,11 @@ dependencies:
   - zstandard=0.23.0=py310he5e10e1_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 6b30765e..0682e0ca 100644
--- a/environments/py-3.10-win-64.conda.lock.yml
+++ b/environments/py-3.10-win-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: 7327ab4f094c7c6278c24834b48028199bfe4438b048751196b4e832ee329eef
+# input_hash: 545961761a6fd7c3db8ccd2c6af47188a38d76093c7c2ecafb61582fdd424d2d
 
 channels:
   - conda-forge
@@ -8,11 +8,12 @@ channels:
 dependencies:
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=2024.12.14=h56e8100_0
+  - ca-certificates=2025.1.31=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -28,11 +29,11 @@ dependencies:
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py310h38315fa_0
+  - fonttools=4.55.8=py310h38315fa_0
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py310h4856b71_4
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py310h972678a_103
   - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -60,7 +61,7 @@ dependencies:
   - 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
+  - liblzma=5.6.4=h2466b09_0
   - libpng=1.6.46=had7236b_0
   - libsqlite=3.48.0=h67fdade_1
   - libssh2=1.11.1=he619c9f_0
@@ -69,7 +70,7 @@ dependencies:
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
-  - llvmlite=0.43.0=py310h0288bfe_1
+  - llvmlite=0.44.0=py310h0288bfe_0
   - locket=1.0.0=pyhd8ed1ab_0
   - m2w64-gcc-libgfortran=5.3.0=6
   - m2w64-gcc-libs=5.3.0=7
@@ -82,7 +83,7 @@ dependencies:
   - msgpack-python=1.1.0=py310hc19bc0b_0
   - msys2-conda-epoch=20160418=1
   - munkres=1.1.4=pyh9f0ad1d_0
-  - numba=0.60.0=py310h7793332_0
+  - numba=0.61.0=py310h7793332_0
   - numcodecs=0.13.1=py310hb4db72f_0
   - numpy=1.26.4=py310hf667824_0
   - openjpeg=2.5.3=h4d64b90_0
@@ -113,7 +114,7 @@ dependencies:
   - scipy=1.14.1=py310hbd0dde3_2
   - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - tbb=2021.12.0=hc790b64_4
   - tblib=3.0.0=pyhd8ed1ab_1
   - threadpoolctl=3.5.0=pyhc1e730c_0
@@ -134,6 +135,7 @@ dependencies:
   - win_inet_pton=1.1.0=pyh7428d3b_8
   - xorg-libxau=1.0.11=hcd874cb_0
   - xorg-libxdmcp=1.1.3=hcd874cb_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h8ffe710_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -141,11 +143,11 @@ dependencies:
   - zstandard=0.23.0=py310he5e10e1_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 c9912dd7..7d59509c 100644
--- a/environments/py-3.11-linux-64-dev.conda.lock.yml
+++ b/environments/py-3.11-linux-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 997ba03c5e150d084199fafa3b0f829be633e3a6b869405f7d8825f3380ec7ca
+# input_hash: 9763c24f54e81c96312618557d653c8994647978613de9b38a3a921c677567e2
 
 channels:
   - conda-forge
@@ -20,16 +20,17 @@ dependencies:
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
   - attrs=25.1.0=pyh71513ae_0
-  - babel=2.16.0=pyhd8ed1ab_1
-  - beautifulsoup4=4.12.3=pyha770c72_1
+  - babel=2.17.0=pyhd8ed1ab_0
+  - beautifulsoup4=4.13.3=pyha770c72_0
   - bleach=6.2.0=pyh29332c3_4
   - bleach-with-css=6.2.0=h82add2a_4
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=1.34.4=hb9d3cd8_0
-  - ca-certificates=2024.12.14=hbcca054_0
+  - ca-certificates=2025.1.31=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -57,14 +58,14 @@ dependencies:
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py311h2dc5d0c_0
+  - fonttools=4.55.8=py311h2dc5d0c_0
   - 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_1
   - h11=0.14.0=pyhd8ed1ab_1
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py311h5ed33ec_103
   - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -78,7 +79,7 @@ dependencies:
   - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh3099207_0
-  - ipython=8.31.0=pyh707e725_0
+  - ipython=8.32.0=pyh907856f_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
@@ -96,10 +97,10 @@ dependencies:
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh31011fe_1
-  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_events=0.12.0=pyh29332c3_0
   - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.4=pyhd8ed1ab_0
+  - jupyterlab=4.3.5=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
@@ -120,7 +121,7 @@ dependencies:
   - libcurl=8.11.1=h332b0f4_0
   - libdeflate=1.23=h4ddbbb0_0
   - libdlf=0.3.0=pyhd8ed1ab_1
-  - libedit=3.1.20240808=pl5321h7949ede_0
+  - libedit=3.1.20250104=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libexpat=2.6.4=h5888daf_0
   - libffi=3.4.2=h7f98852_5
@@ -132,8 +133,8 @@ dependencies:
   - libiconv=1.17=hd590300_2
   - libjpeg-turbo=3.0.0=hd590300_1
   - liblapack=3.9.0=20_linux64_mkl
-  - libllvm14=14.0.6=hcd5def8_4
-  - liblzma=5.6.3=hb9d3cd8_1
+  - libllvm15=15.0.7=hb3ce162_4
+  - liblzma=5.6.4=hb9d3cd8_0
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
   - libpng=1.6.46=h943b412_0
@@ -151,7 +152,7 @@ dependencies:
   - libzlib=1.3.1=hb9d3cd8_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
   - llvm-openmp=19.1.7=h024ca30_0
-  - llvmlite=0.43.0=py311h9c9ff8c_1
+  - llvmlite=0.44.0=py311h9c9ff8c_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markdown-it-py=2.2.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h2dc5d0c_1
@@ -160,7 +161,7 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.1.0=pyhd8ed1ab_0
+  - mistune=3.1.1=pyhd8ed1ab_0
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py311hd18a35c_0
   - munkres=1.1.4=pyh9f0ad1d_0
@@ -171,11 +172,11 @@ dependencies:
   - nbconvert-core=7.16.6=pyh29332c3_0
   - nbconvert-pandoc=7.16.6=hed9df3c_0
   - nbformat=5.10.4=pyhd8ed1ab_1
-  - ncurses=6.5=h2d0b736_2
+  - ncurses=6.5=h2d0b736_3
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
   - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
-  - numba=0.60.0=py311h4bc866e_0
+  - numba=0.61.0=py311h4e1c48f_0
   - numcodecs=0.15.0=py311h7db5c69_0
   - numpy=1.26.4=py311h64a7726_0
   - openjpeg=2.5.3=h5fbd93e_0
@@ -223,7 +224,7 @@ dependencies:
   - python_abi=3.11=5_cp311
   - pytz=2024.1=pyhd8ed1ab_0
   - pyyaml=6.0.2=py311h2dc5d0c_2
-  - pyzmq=26.2.0=py311h7deb3e3_3
+  - pyzmq=26.2.1=py311h7deb3e3_0
   - readline=8.2=h8228510_1
   - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.36.2=pyh29332c3_0
@@ -238,7 +239,7 @@ dependencies:
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
   - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
@@ -291,6 +292,7 @@ dependencies:
   - wrapt=1.17.2=py311h9ecbd09_0
   - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=h3b0a872_7
@@ -299,11 +301,11 @@ dependencies:
   - zstandard=0.23.0=py311hbc35293_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 00b691d3..f5a68e73 100644
--- a/environments/py-3.11-linux-64.conda.lock.yml
+++ b/environments/py-3.11-linux-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 997ba03c5e150d084199fafa3b0f829be633e3a6b869405f7d8825f3380ec7ca
+# input_hash: 9763c24f54e81c96312618557d653c8994647978613de9b38a3a921c677567e2
 
 channels:
   - conda-forge
@@ -10,12 +10,13 @@ dependencies:
   - _openmp_mutex=4.5=2_kmp_llvm
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=1.34.4=hb9d3cd8_0
-  - ca-certificates=2024.12.14=hbcca054_0
+  - ca-certificates=2025.1.31=hbcca054_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -32,11 +33,11 @@ dependencies:
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py311h2dc5d0c_0
+  - fonttools=4.55.8=py311h2dc5d0c_0
   - freetype=2.12.1=h267a509_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h92ebd52_4
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py311h5ed33ec_103
   - hdf5=1.14.4=nompi_h2d575fe_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -60,7 +61,7 @@ dependencies:
   - libcurl=8.11.1=h332b0f4_0
   - libdeflate=1.23=h4ddbbb0_0
   - libdlf=0.3.0=pyhd8ed1ab_1
-  - libedit=3.1.20240808=pl5321h7949ede_0
+  - libedit=3.1.20250104=pl5321h7949ede_0
   - libev=4.33=hd590300_2
   - libexpat=2.6.4=h5888daf_0
   - libffi=3.4.2=h7f98852_5
@@ -72,8 +73,8 @@ dependencies:
   - libiconv=1.17=hd590300_2
   - libjpeg-turbo=3.0.0=hd590300_1
   - liblapack=3.9.0=20_linux64_mkl
-  - libllvm14=14.0.6=hcd5def8_4
-  - liblzma=5.6.3=hb9d3cd8_1
+  - libllvm15=15.0.7=hb3ce162_4
+  - liblzma=5.6.4=hb9d3cd8_0
   - libnghttp2=1.64.0=h161d5f1_0
   - libnsl=2.0.1=hd590300_0
   - libpng=1.6.46=h943b412_0
@@ -89,15 +90,15 @@ dependencies:
   - libxml2=2.13.5=h0d44e9d_1
   - libzlib=1.3.1=hb9d3cd8_2
   - llvm-openmp=19.1.7=h024ca30_0
-  - llvmlite=0.43.0=py311h9c9ff8c_1
+  - llvmlite=0.44.0=py311h9c9ff8c_0
   - locket=1.0.0=pyhd8ed1ab_0
   - markupsafe=3.0.2=py311h2dc5d0c_1
   - matplotlib-base=3.8.4=py311ha4ca890_2
   - mkl=2023.2.0=h84fe81f_50496
   - msgpack-python=1.1.0=py311hd18a35c_0
   - munkres=1.1.4=pyh9f0ad1d_0
-  - ncurses=6.5=h2d0b736_2
-  - numba=0.60.0=py311h4bc866e_0
+  - ncurses=6.5=h2d0b736_3
+  - numba=0.61.0=py311h4e1c48f_0
   - numcodecs=0.15.0=py311h7db5c69_0
   - numpy=1.26.4=py311h64a7726_0
   - openjpeg=2.5.3=h5fbd93e_0
@@ -128,7 +129,7 @@ dependencies:
   - scipy=1.14.1=py311he9a78e4_2
   - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - tbb=2021.12.0=h84d6215_4
   - tblib=3.0.0=pyhd8ed1ab_1
   - threadpoolctl=3.5.0=pyhc1e730c_0
@@ -145,6 +146,7 @@ dependencies:
   - wrapt=1.17.2=py311h9ecbd09_0
   - xorg-libxau=1.0.12=hb9d3cd8_0
   - xorg-libxdmcp=1.1.5=hb9d3cd8_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h7f98852_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -152,11 +154,11 @@ dependencies:
   - zstandard=0.23.0=py311hbc35293_1
   - zstd=1.5.6=ha6fb4c9_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 94545175..a9425f82 100644
--- a/environments/py-3.11-win-64-dev.conda.lock.yml
+++ b/environments/py-3.11-win-64-dev.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: dfb2441740d8a6ccd0cae412e3d5a2bc212589ce6860e33261da362b7bd058b9
+# input_hash: 4ae98973526361a18247a24da2c9fbe4b2d23567d24479936aa67a1cda88db94
 
 channels:
   - conda-forge
@@ -18,15 +18,16 @@ dependencies:
   - asttokens=3.0.0=pyhd8ed1ab_1
   - async-lru=2.0.4=pyhd8ed1ab_1
   - attrs=25.1.0=pyh71513ae_0
-  - babel=2.16.0=pyhd8ed1ab_1
-  - beautifulsoup4=4.12.3=pyha770c72_1
+  - babel=2.17.0=pyhd8ed1ab_0
+  - beautifulsoup4=4.13.3=pyha770c72_0
   - bleach=6.2.0=pyh29332c3_4
   - bleach-with-css=6.2.0=h82add2a_4
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=2024.12.14=h56e8100_0
+  - ca-certificates=2025.1.31=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -55,14 +56,14 @@ dependencies:
   - exceptiongroup=1.2.2=pyhd8ed1ab_1
   - executing=2.1.0=pyhd8ed1ab_1
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py311h5082efb_0
+  - fonttools=4.55.8=py311h5082efb_0
   - 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_1
   - h11=0.14.0=pyhd8ed1ab_1
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py311haea1c80_103
   - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -77,7 +78,7 @@ dependencies:
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - intel-openmp=2023.2.0=h57928b3_50497
   - ipykernel=6.29.5=pyh4bbf305_0
-  - ipython=8.31.0=pyh7428d3b_0
+  - ipython=8.32.0=pyh9ab4c32_0
   - ipython_genutils=0.2.0=pyhd8ed1ab_2
   - ipywidgets=7.8.5=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
@@ -95,10 +96,10 @@ dependencies:
   - jupyter-lsp=2.2.5=pyhd8ed1ab_1
   - jupyter_client=8.6.3=pyhd8ed1ab_1
   - jupyter_core=5.7.2=pyh5737063_1
-  - jupyter_events=0.11.0=pyhd8ed1ab_0
+  - jupyter_events=0.12.0=pyh29332c3_0
   - jupyter_server=2.15.0=pyhd8ed1ab_0
   - jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
-  - jupyterlab=4.3.4=pyhd8ed1ab_0
+  - jupyterlab=4.3.5=pyhd8ed1ab_0
   - jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
   - jupyterlab_server=2.27.3=pyhd8ed1ab_1
   - jupyterlab_widgets=1.1.11=pyhd8ed1ab_0
@@ -123,7 +124,7 @@ dependencies:
   - 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
+  - liblzma=5.6.4=h2466b09_0
   - libpng=1.6.46=had7236b_0
   - libsodium=1.0.20=hc70643c_0
   - libsqlite=3.48.0=h67fdade_1
@@ -134,7 +135,7 @@ dependencies:
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
   - linkify-it-py=2.0.3=pyhd8ed1ab_1
-  - llvmlite=0.43.0=py311h7deaa30_1
+  - llvmlite=0.44.0=py311h7deaa30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - m2w64-gcc-libgfortran=5.3.0=6
   - m2w64-gcc-libs=5.3.0=7
@@ -148,7 +149,7 @@ dependencies:
   - mccabe=0.7.0=pyhd8ed1ab_1
   - mdit-py-plugins=0.4.2=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
-  - mistune=3.1.0=pyhd8ed1ab_0
+  - mistune=3.1.1=pyhd8ed1ab_0
   - mkl=2023.2.0=h6a75c08_50497
   - msgpack-python=1.1.0=py311h3257749_0
   - msys2-conda-epoch=20160418=1
@@ -163,7 +164,7 @@ dependencies:
   - nest-asyncio=1.6.0=pyhd8ed1ab_1
   - notebook=7.3.2=pyhd8ed1ab_0
   - notebook-shim=0.2.4=pyhd8ed1ab_1
-  - numba=0.60.0=py311h0673bce_0
+  - numba=0.61.0=py311h0673bce_0
   - numcodecs=0.15.0=py311hcf9f919_0
   - numpy=1.26.4=py311h0b4df5a_0
   - openjpeg=2.5.3=h4d64b90_0
@@ -210,9 +211,9 @@ dependencies:
   - python_abi=3.11=5_cp311
   - pytz=2024.1=pyhd8ed1ab_0
   - pywin32=307=py311hda3d55a_3
-  - pywinpty=2.0.14=py311hda3d55a_0
+  - pywinpty=2.0.15=py311hda3d55a_0
   - pyyaml=6.0.2=py311h5082efb_2
-  - pyzmq=26.2.0=py311h484c95c_3
+  - pyzmq=26.2.1=py311h484c95c_0
   - readthedocs-sphinx-ext=2.2.5=pyhd8ed1ab_1
   - referencing=0.36.2=pyh29332c3_0
   - requests=2.32.3=pyhd8ed1ab_1
@@ -226,7 +227,7 @@ dependencies:
   - six=1.17.0=pyhd8ed1ab_0
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=5.3.0=pyhd8ed1ab_0
   - sphinx-book-theme=1.1.3=pyhd8ed1ab_1
@@ -285,6 +286,7 @@ dependencies:
   - wrapt=1.17.2=py311he736701_0
   - xorg-libxau=1.0.11=hcd874cb_0
   - xorg-libxdmcp=1.1.3=hcd874cb_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h8ffe710_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zeromq=4.3.5=ha9f60a1_7
@@ -293,11 +295,11 @@ dependencies:
   - zstandard=0.23.0=py311h53056dc_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 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 187b5eaf..99156cfa 100644
--- a/environments/py-3.11-win-64.conda.lock.yml
+++ b/environments/py-3.11-win-64.conda.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: dfb2441740d8a6ccd0cae412e3d5a2bc212589ce6860e33261da362b7bd058b9
+# input_hash: 4ae98973526361a18247a24da2c9fbe4b2d23567d24479936aa67a1cda88db94
 
 channels:
   - conda-forge
@@ -8,11 +8,12 @@ channels:
 dependencies:
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - asciitree=0.3.3=py_2
+  - bokeh=3.6.3=pyhd8ed1ab_0
   - 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=2024.12.14=h56e8100_0
+  - ca-certificates=2025.1.31=h56e8100_0
   - cached-property=1.5.2=hd8ed1ab_1
   - cached_property=1.5.2=pyha770c72_1
   - certifi=2024.12.14=pyhd8ed1ab_0
@@ -29,11 +30,11 @@ dependencies:
   - distributed=2024.6.2=pyhd8ed1ab_0
   - empymod=2.2.2=pyhd8ed1ab_0
   - fasteners=0.19=pyhd8ed1ab_1
-  - fonttools=4.55.6=py311h5082efb_0
+  - fonttools=4.55.8=py311h5082efb_0
   - freetype=2.12.1=hdaf720e_2
   - fsspec=2022.11.0=pyhd8ed1ab_0
   - geoana=0.5.0=py311h12feb9d_4
-  - h2=4.1.0=pyhd8ed1ab_1
+  - h2=4.2.0=pyhd8ed1ab_0
   - h5py=3.12.1=nompi_py311haea1c80_103
   - hdf5=1.14.4=nompi_hd5d9e70_105
   - hpack=4.1.0=pyhd8ed1ab_0
@@ -62,7 +63,7 @@ dependencies:
   - 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
+  - liblzma=5.6.4=h2466b09_0
   - libpng=1.6.46=had7236b_0
   - libsqlite=3.48.0=h67fdade_1
   - libssh2=1.11.1=he619c9f_0
@@ -71,7 +72,7 @@ dependencies:
   - libxcb=1.16=h013a479_1
   - libxml2=2.13.5=he286e8c_1
   - libzlib=1.3.1=h2466b09_2
-  - llvmlite=0.43.0=py311h7deaa30_1
+  - llvmlite=0.44.0=py311h7deaa30_0
   - locket=1.0.0=pyhd8ed1ab_0
   - m2w64-gcc-libgfortran=5.3.0=6
   - m2w64-gcc-libs=5.3.0=7
@@ -84,7 +85,7 @@ dependencies:
   - msgpack-python=1.1.0=py311h3257749_0
   - msys2-conda-epoch=20160418=1
   - munkres=1.1.4=pyh9f0ad1d_0
-  - numba=0.60.0=py311h0673bce_0
+  - numba=0.61.0=py311h0673bce_0
   - numcodecs=0.15.0=py311hcf9f919_0
   - numpy=1.26.4=py311h0b4df5a_0
   - openjpeg=2.5.3=h4d64b90_0
@@ -115,7 +116,7 @@ dependencies:
   - scipy=1.14.1=py311hf16d85f_2
   - setuptools=75.8.0=pyhff2d567_0
   - six=1.17.0=pyhd8ed1ab_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_1
   - tbb=2021.12.0=hc790b64_4
   - tblib=3.0.0=pyhd8ed1ab_1
   - threadpoolctl=3.5.0=pyhc1e730c_0
@@ -137,6 +138,7 @@ dependencies:
   - wrapt=1.17.2=py311he736701_0
   - xorg-libxau=1.0.11=hcd874cb_0
   - xorg-libxdmcp=1.1.3=hcd874cb_0
+  - xyzservices=2025.1.0=pyhd8ed1ab_0
   - yaml=0.2.5=h8ffe710_2
   - zarr=2.14.2=pyhd8ed1ab_0
   - zict=3.0.0=pyhd8ed1ab_1
@@ -144,11 +146,11 @@ dependencies:
   - zstandard=0.23.0=py311h53056dc_1
   - zstd=1.5.6=h0ea2cb4_0
   - pip:
-      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
-      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
-      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
-      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
-      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+      - geoapps-utils @ git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
+      - geoh5py @ git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
+      - mira-simpeg @ git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
+      - octree-creation-app @ git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
+      - param-sweeps @ git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
 
 variables:
   KMP_WARNINGS: 0
diff --git a/py-3.10.conda-lock.yml b/py-3.10.conda-lock.yml
index 3a8fc6a5..f6334e38 100644
--- a/py-3.10.conda-lock.yml
+++ b/py-3.10.conda-lock.yml
@@ -15,8 +15,8 @@
 version: 1
 metadata:
   content_hash:
-    win-64: 7327ab4f094c7c6278c24834b48028199bfe4438b048751196b4e832ee329eef
-    linux-64: ca22b3cf594fe1241f8f87f565fd22f40f4228a4f15b395006f4324731b6a772
+    win-64: 545961761a6fd7c3db8ccd2c6af47188a38d76093c7c2ecafb61582fdd424d2d
+    linux-64: d73ecef65ed7b0f752cc2f320c00b21f7170a26ac3e84514a882fcfe83a9605f
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -377,55 +377,57 @@ package:
   category: dev
   optional: true
 - name: babel
-  version: 2.16.0
+  version: 2.17.0
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
     pytz: '>=2015.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.16.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 3e23f7db93ec14c80525257d8affac28
-    sha256: f6205d3a62e87447e06e98d911559be0208d824976d77ab092796c9176611fcb
+    md5: 0a01c169f0ab0f91b26e77a3301fbfe4
+    sha256: 1c656a35800b7f57f7371605bc6507c8d3ad60fbaaec65876fce7f73df1fc8ac
   category: dev
   optional: true
 - name: babel
-  version: 2.16.0
+  version: 2.17.0
   manager: conda
   platform: win-64
   dependencies:
     python: '>=3.9'
     pytz: '>=2015.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.16.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 3e23f7db93ec14c80525257d8affac28
-    sha256: f6205d3a62e87447e06e98d911559be0208d824976d77ab092796c9176611fcb
+    md5: 0a01c169f0ab0f91b26e77a3301fbfe4
+    sha256: 1c656a35800b7f57f7371605bc6507c8d3ad60fbaaec65876fce7f73df1fc8ac
   category: dev
   optional: true
 - name: beautifulsoup4
-  version: 4.12.3
+  version: 4.13.3
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
     soupsieve: '>=1.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.12.3-pyha770c72_1.conda
+    typing-extensions: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.13.3-pyha770c72_0.conda
   hash:
-    md5: d48f7e9fdec44baf6d1da416fe402b04
-    sha256: fca842ab7be052eea1037ebee17ac25cc79c626382dd2187b5c6e007b9d9f65f
+    md5: 373374a3ed20141090504031dc7b693e
+    sha256: 4ce42860292a57867cfc81a5d261fb9886fc709a34eca52164cc8bbf6d03de9f
   category: dev
   optional: true
 - name: beautifulsoup4
-  version: 4.12.3
+  version: 4.13.3
   manager: conda
   platform: win-64
   dependencies:
     python: '>=3.9'
     soupsieve: '>=1.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.12.3-pyha770c72_1.conda
+    typing-extensions: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.13.3-pyha770c72_0.conda
   hash:
-    md5: d48f7e9fdec44baf6d1da416fe402b04
-    sha256: fca842ab7be052eea1037ebee17ac25cc79c626382dd2187b5c6e007b9d9f65f
+    md5: 373374a3ed20141090504031dc7b693e
+    sha256: 4ce42860292a57867cfc81a5d261fb9886fc709a34eca52164cc8bbf6d03de9f
   category: dev
   optional: true
 - name: bleach
@@ -480,6 +482,48 @@ package:
     sha256: 0aba699344275b3972bd751f9403316edea2ceb942db12f9f493b63c74774a46
   category: dev
   optional: true
+- name: bokeh
+  version: 3.6.3
+  manager: conda
+  platform: linux-64
+  dependencies:
+    contourpy: '>=1.2'
+    jinja2: '>=2.9'
+    numpy: '>=1.16'
+    packaging: '>=16.8'
+    pandas: '>=1.2'
+    pillow: '>=7.1.0'
+    python: '>=3.10'
+    pyyaml: '>=3.10'
+    tornado: '>=6.2'
+    xyzservices: '>=2021.09.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.6.3-pyhd8ed1ab_0.conda
+  hash:
+    md5: 606498329a91bd9d5c0439fb2815816f
+    sha256: 6cc6841b1660cd3246890d4f601baf51367526afe6256dfd8a8d9a8f7db651fe
+  category: main
+  optional: false
+- name: bokeh
+  version: 3.6.3
+  manager: conda
+  platform: win-64
+  dependencies:
+    contourpy: '>=1.2'
+    jinja2: '>=2.9'
+    numpy: '>=1.16'
+    packaging: '>=16.8'
+    pandas: '>=1.2'
+    pillow: '>=7.1.0'
+    python: '>=3.10'
+    pyyaml: '>=3.10'
+    tornado: '>=6.2'
+    xyzservices: '>=2021.09.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.6.3-pyhd8ed1ab_0.conda
+  hash:
+    md5: 606498329a91bd9d5c0439fb2815816f
+    sha256: 6cc6841b1660cd3246890d4f601baf51367526afe6256dfd8a8d9a8f7db651fe
+  category: main
+  optional: false
 - name: brotli
   version: 1.1.0
   manager: conda
@@ -617,25 +661,25 @@ package:
   category: main
   optional: false
 - name: ca-certificates
-  version: 2024.12.14
+  version: 2025.1.31
   manager: conda
   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.12.14-hbcca054_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2025.1.31-hbcca054_0.conda
   hash:
-    md5: 720523eb0d6a9b0f6120c16b2aa4e7de
-    sha256: 1afd7274cbc9a334d6d0bc62fa760acc7afdaceb0b91a8df370ec01fd75dc7dd
+    md5: 19f3a56f68d2fd06c516076bff482c52
+    sha256: bf832198976d559ab44d6cdb315642655547e26d826e34da67cbee6624cda189
   category: main
   optional: false
 - name: ca-certificates
-  version: 2024.12.14
+  version: 2025.1.31
   manager: conda
   platform: win-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2024.12.14-h56e8100_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2025.1.31-h56e8100_0.conda
   hash:
-    md5: cb2eaeb88549ddb27af533eccf9a45c1
-    sha256: 424d82db36cd26234bc4772426170efd60e888c2aed0099a257a95e131683a5e
+    md5: 5304a31607974dfc2110dfbb662ed092
+    sha256: 1bedccdf25a3bd782d6b0e57ddd97cdcda5501716009f2de4479a779221df155
   category: main
   optional: false
 - name: cached-property
@@ -1392,7 +1436,7 @@ package:
   category: main
   optional: false
 - name: fonttools
-  version: 4.55.6
+  version: 4.55.8
   manager: conda
   platform: linux-64
   dependencies:
@@ -1403,14 +1447,14 @@ package:
     python: '>=3.10,<3.11.0a0'
     python_abi: 3.10.*
     unicodedata2: '>=15.1.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.6-py310h89163eb_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.8-py310h89163eb_0.conda
   hash:
-    md5: f9b33873bcc3368c0d29f68d4beeaf8e
-    sha256: 8324d35aa665eb95f276fbecc697ef2b7a06c0d0a66a8267f929dbb7599e3c91
+    md5: 207d5014bda2e000fab3c1e6f17f1a84
+    sha256: a8f42d57da278a713516dfaaf87a8d46e7c36c0408daebe86ad5ffcaa59efc3a
   category: main
   optional: false
 - name: fonttools
-  version: 4.55.6
+  version: 4.55.8
   manager: conda
   platform: win-64
   dependencies:
@@ -1422,10 +1466,10 @@ package:
     unicodedata2: '>=15.1.0'
     vc: '>=14.2,<15'
     vc14_runtime: '>=14.29.30139'
-  url: https://conda.anaconda.org/conda-forge/win-64/fonttools-4.55.6-py310h38315fa_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/fonttools-4.55.8-py310h38315fa_0.conda
   hash:
-    md5: c8655d1ca07490bbc237cfe3f49fa013
-    sha256: bd1c4cb9ad132af8b36a4a6b5ea21466d0e08fefea263c293493a9835211af51
+    md5: a750a264b574322892be8a088834bd0d
+    sha256: 3b447e0cb8702547ea87a13b18ca26683c8d4c5cfd7c2cbdd820370be0d0e9a0
   category: main
   optional: false
 - name: fqdn
@@ -1604,31 +1648,31 @@ package:
   category: dev
   optional: true
 - name: h2
-  version: 4.1.0
+  version: 4.2.0
   manager: conda
   platform: linux-64
   dependencies:
-    hpack: '>=4.0,<5'
-    hyperframe: '>=6.0,<7'
+    hpack: '>=4.1,<5'
+    hyperframe: '>=6.1,<7'
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.2.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 843ddad410c370672a8250470697027618f104153612439076d4d7b91eeb7b5c
+    md5: b4754fb1bdcb70c8fd54f918301582c6
+    sha256: 0aa1cdc67a9fe75ea95b5644b734a756200d6ec9d0dff66530aec3d1c1e9df75
   category: main
   optional: false
 - name: h2
-  version: 4.1.0
+  version: 4.2.0
   manager: conda
   platform: win-64
   dependencies:
-    hpack: '>=4.0,<5'
-    hyperframe: '>=6.0,<7'
+    hpack: '>=4.1,<5'
+    hyperframe: '>=6.1,<7'
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.2.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 825927dc7b0f287ef8d4d0011bb113b1
-    sha256: 843ddad410c370672a8250470697027618f104153612439076d4d7b91eeb7b5c
+    md5: b4754fb1bdcb70c8fd54f918301582c6
+    sha256: 0aa1cdc67a9fe75ea95b5644b734a756200d6ec9d0dff66530aec3d1c1e9df75
   category: main
   optional: false
 - name: h5py
@@ -2030,7 +2074,7 @@ package:
   category: dev
   optional: true
 - name: ipython
-  version: 8.31.0
+  version: 8.32.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -2043,18 +2087,18 @@ package:
     pickleshare: ''
     prompt-toolkit: '>=3.0.41,<3.1.0'
     pygments: '>=2.4.0'
-    python: '>=3.10'
+    python: ''
     stack_data: ''
     traitlets: '>=5.13.0'
     typing_extensions: '>=4.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.31.0-pyh707e725_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.32.0-pyh907856f_0.conda
   hash:
-    md5: 1d7fcd803dfa936a6c3bd051b293241c
-    sha256: e10d1172ebf950f8f087f0d9310d215f5ddb8f3ad247bfa58ab5a909b3cabbdc
+    md5: 9de86472b8f207fb098c69daaad50e67
+    sha256: b1b940cfe85d5f0aaed83ef8c9f07ee80daa68acb05feeb5142d620472b01e0d
   category: dev
   optional: true
 - name: ipython
-  version: 8.31.0
+  version: 8.32.0
   manager: conda
   platform: win-64
   dependencies:
@@ -2071,10 +2115,10 @@ package:
     stack_data: ''
     traitlets: '>=5.13.0'
     typing_extensions: '>=4.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.31.0-pyh7428d3b_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.32.0-pyh9ab4c32_0.conda
   hash:
-    md5: 749ce640fcb691daa2579344cca50f6e
-    sha256: bce70d36099dbb2c0a4b9cb7c3f2a8742db94a63aea329a75688d6b93ae07ebb
+    md5: e34c8a3475d6e2743f4f5093a39004fd
+    sha256: 970b10688d376dd7a9963478e78f80d62708df73b368fed9295ef100a99b6b04
   category: dev
   optional: true
 - name: ipython_genutils
@@ -2618,27 +2662,27 @@ package:
   category: dev
   optional: true
 - name: jupyter_events
-  version: 0.11.0
+  version: 0.12.0
   manager: conda
   platform: linux-64
   dependencies:
     jsonschema-with-format-nongpl: '>=4.18.0'
     packaging: ''
-    python: '>=3.9'
+    python: ''
     python-json-logger: '>=2.0.4'
     pyyaml: '>=5.3'
     referencing: ''
     rfc3339-validator: ''
     rfc3986-validator: '>=0.1.1'
     traitlets: '>=5.3'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.11.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.12.0-pyh29332c3_0.conda
   hash:
-    md5: 2d8876ca6bda213622dfbc3d1da56ecb
-    sha256: eeb32aa58d37b130387628d5c151092f6d3fcf0a6964294bef06d6bac117f3c4
+    md5: f56000b36f09ab7533877e695e4e8cb0
+    sha256: 37e6ac3ccf7afcc730c3b93cb91a13b9ae827fd306f35dd28f958a74a14878b5
   category: dev
   optional: true
 - name: jupyter_events
-  version: 0.11.0
+  version: 0.12.0
   manager: conda
   platform: win-64
   dependencies:
@@ -2651,10 +2695,10 @@ package:
     rfc3339-validator: ''
     rfc3986-validator: '>=0.1.1'
     traitlets: '>=5.3'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.11.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.12.0-pyh29332c3_0.conda
   hash:
-    md5: 2d8876ca6bda213622dfbc3d1da56ecb
-    sha256: eeb32aa58d37b130387628d5c151092f6d3fcf0a6964294bef06d6bac117f3c4
+    md5: f56000b36f09ab7533877e695e4e8cb0
+    sha256: 37e6ac3ccf7afcc730c3b93cb91a13b9ae827fd306f35dd28f958a74a14878b5
   category: dev
   optional: true
 - name: jupyter_server
@@ -2744,7 +2788,7 @@ package:
   category: dev
   optional: true
 - name: jupyterlab
-  version: 4.3.4
+  version: 4.3.5
   manager: conda
   platform: linux-64
   dependencies:
@@ -2764,14 +2808,14 @@ package:
     tomli: '>=1.2.2'
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.3.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.3.5-pyhd8ed1ab_0.conda
   hash:
-    md5: edc13687180382b4444d9f143a2e1ef7
-    sha256: bcf9fc0ea4bd6cf06a7a23b7f8b7bb7d8520eea8d0cdd6d3b975ede7793ed69b
+    md5: ec1f95d39ec862a7a87de0662a98ce3e
+    sha256: 9d033314060993522e1ad999ded9da316a8b928d11b7a58c254597382239a72e
   category: dev
   optional: true
 - name: jupyterlab
-  version: 4.3.4
+  version: 4.3.5
   manager: conda
   platform: win-64
   dependencies:
@@ -2791,10 +2835,10 @@ package:
     tomli: '>=1.2.2'
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.3.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.3.5-pyhd8ed1ab_0.conda
   hash:
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-    sha256: bcf9fc0ea4bd6cf06a7a23b7f8b7bb7d8520eea8d0cdd6d3b975ede7793ed69b
+    md5: ec1f95d39ec862a7a87de0662a98ce3e
+    sha256: 9d033314060993522e1ad999ded9da316a8b928d11b7a58c254597382239a72e
   category: dev
   optional: true
 - name: jupyterlab_pygments
@@ -3342,17 +3386,17 @@ package:
   category: main
   optional: false
 - name: libedit
-  version: 3.1.20240808
+  version: 3.1.20250104
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=13'
     ncurses: '>=6.5,<7.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20240808-pl5321h7949ede_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
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+  url: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.44.0-py310h1a6248f_0.conda
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+  version: 0.61.0
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   category: main
   optional: false
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@@ -8395,16 +8466,16 @@ package:
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     scikit-learn: '>=1.2'
     scipy: '>=1.8.0'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   hash:
-    sha256: 0074bae221e775aa3d8abff37de2304a94c411f3
+    sha256: 3825160397345dbeaddb9553aa59dab085fbf442
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.21.2.2a1.dev7+g0074bae22
+  version: 0.21.2.2a1.dev98+g382516039
   manager: pip
   platform: win-64
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@@ -8418,12 +8489,12 @@ package:
     pymatsolver: '>=0.2,<0.3.0'
     scikit-learn: '>=1.2'
     scipy: '>=1.8.0'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   hash:
-    sha256: 0074bae221e775aa3d8abff37de2304a94c411f3
+    sha256: 3825160397345dbeaddb9553aa59dab085fbf442
   source:
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-    url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   category: main
   optional: false
 - name: octree-creation-app
@@ -8436,12 +8507,12 @@ package:
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     numpy: '>=1.26.0,<1.27.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   hash:
-    sha256: 8a2af2a57144c32419db9335ba623518930b9621
+    sha256: 7d5b68f580b24e1ac096e236d77f739e1465d90f
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   category: main
   optional: false
 - name: octree-creation-app
@@ -8454,12 +8525,12 @@ package:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   hash:
-    sha256: 8a2af2a57144c32419db9335ba623518930b9621
+    sha256: 7d5b68f580b24e1ac096e236d77f739e1465d90f
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   category: main
   optional: false
 - name: param-sweeps
@@ -8469,12 +8540,12 @@ package:
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     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   hash:
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+    sha256: 1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   category: main
   optional: false
 - name: param-sweeps
@@ -8484,11 +8555,11 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   hash:
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+    sha256: 1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   category: main
   optional: false
diff --git a/py-3.11.conda-lock.yml b/py-3.11.conda-lock.yml
index d0b8c44e..cfd08adc 100644
--- a/py-3.11.conda-lock.yml
+++ b/py-3.11.conda-lock.yml
@@ -15,8 +15,8 @@
 version: 1
 metadata:
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-    linux-64: 997ba03c5e150d084199fafa3b0f829be633e3a6b869405f7d8825f3380ec7ca
+    win-64: 4ae98973526361a18247a24da2c9fbe4b2d23567d24479936aa67a1cda88db94
+    linux-64: 9763c24f54e81c96312618557d653c8994647978613de9b38a3a921c677567e2
   channels:
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     used_env_vars: []
@@ -375,55 +375,57 @@ package:
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   optional: true
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+  version: 2.17.0
   manager: conda
   platform: linux-64
   dependencies:
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     pytz: '>=2015.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.16.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
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   category: dev
   optional: true
 - name: babel
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+  version: 2.17.0
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     pytz: '>=2015.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.16.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
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     soupsieve: '>=1.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.12.3-pyha770c72_1.conda
+    typing-extensions: ''
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   optional: true
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+  version: 4.13.3
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   dependencies:
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     soupsieve: '>=1.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.12.3-pyha770c72_1.conda
+    typing-extensions: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.13.3-pyha770c72_0.conda
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   optional: true
 - name: bleach
@@ -478,6 +480,48 @@ package:
     sha256: 0aba699344275b3972bd751f9403316edea2ceb942db12f9f493b63c74774a46
   category: dev
   optional: true
+- name: bokeh
+  version: 3.6.3
+  manager: conda
+  platform: linux-64
+  dependencies:
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+    jinja2: '>=2.9'
+    numpy: '>=1.16'
+    packaging: '>=16.8'
+    pandas: '>=1.2'
+    pillow: '>=7.1.0'
+    python: '>=3.10'
+    pyyaml: '>=3.10'
+    tornado: '>=6.2'
+    xyzservices: '>=2021.09.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.6.3-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 6cc6841b1660cd3246890d4f601baf51367526afe6256dfd8a8d9a8f7db651fe
+  category: main
+  optional: false
+- name: bokeh
+  version: 3.6.3
+  manager: conda
+  platform: win-64
+  dependencies:
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+    jinja2: '>=2.9'
+    numpy: '>=1.16'
+    packaging: '>=16.8'
+    pandas: '>=1.2'
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+    python: '>=3.10'
+    pyyaml: '>=3.10'
+    tornado: '>=6.2'
+    xyzservices: '>=2021.09.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.6.3-pyhd8ed1ab_0.conda
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 - name: brotli
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@@ -615,25 +659,25 @@ package:
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   optional: false
 - name: ca-certificates
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+  version: 2025.1.31
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   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.12.14-hbcca054_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2025.1.31-hbcca054_0.conda
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+  version: 2025.1.31
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-  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2024.12.14-h56e8100_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2025.1.31-h56e8100_0.conda
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@@ -1416,7 +1460,7 @@ package:
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+  version: 4.55.8
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@@ -1427,14 +1471,14 @@ package:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.6-py311h2dc5d0c_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.55.8-py311h2dc5d0c_0.conda
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 - name: fonttools
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-  url: https://conda.anaconda.org/conda-forge/win-64/fonttools-4.55.6-py311h5082efb_0.conda
+  url: https://conda.anaconda.org/conda-forge/win-64/fonttools-4.55.8-py311h5082efb_0.conda
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+  version: 4.2.0
   manager: conda
   platform: linux-64
   dependencies:
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-    hyperframe: '>=6.0,<7'
+    hpack: '>=4.1,<5'
+    hyperframe: '>=6.1,<7'
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.2.0-pyhd8ed1ab_0.conda
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+  version: 4.2.0
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-    hyperframe: '>=6.0,<7'
+    hpack: '>=4.1,<5'
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     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/h2-4.2.0-pyhd8ed1ab_0.conda
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 - name: h5py
@@ -2054,7 +2098,7 @@ package:
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   optional: true
 - name: ipython
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+  version: 8.32.0
   manager: conda
   platform: linux-64
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@@ -2071,14 +2115,14 @@ package:
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     typing_extensions: '>=4.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.31.0-pyh707e725_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.32.0-pyh907856f_0.conda
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 - name: ipython
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     typing_extensions: '>=4.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.31.0-pyh7428d3b_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ipython-8.32.0-pyh9ab4c32_0.conda
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 - name: ipython_genutils
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   optional: true
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+  version: 0.12.0
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@@ -2655,14 +2699,14 @@ package:
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     traitlets: '>=5.3'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.11.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.12.0-pyh29332c3_0.conda
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@@ -2675,10 +2719,10 @@ package:
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   category: main
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     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
   category: main
   optional: false
 - name: geoapps-utils
@@ -8424,12 +8495,12 @@ 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@3acc55f9f9a849f6f1537977471913e9f6331125
+  url: git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
   hash:
-    sha256: 3acc55f9f9a849f6f1537977471913e9f6331125
+    sha256: e610b3d8ecaa5ce028b39f09e2902436b11d7af9
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@3acc55f9f9a849f6f1537977471913e9f6331125
+    url: git+https://github.com/MiraGeoscience/geoapps-utils.git@e610b3d8ecaa5ce028b39f09e2902436b11d7af9
   category: main
   optional: false
 - name: geoh5py
@@ -8441,12 +8512,12 @@ 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@728633f4332d7b5052a4b7e3f8958b287222f26b
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   hash:
-    sha256: 728633f4332d7b5052a4b7e3f8958b287222f26b
+    sha256: a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   category: main
   optional: false
 - name: geoh5py
@@ -8458,16 +8529,16 @@ 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@728633f4332d7b5052a4b7e3f8958b287222f26b
+  url: git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   hash:
-    sha256: 728633f4332d7b5052a4b7e3f8958b287222f26b
+    sha256: a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/geoh5py.git@728633f4332d7b5052a4b7e3f8958b287222f26b
+    url: git+https://github.com/MiraGeoscience/geoh5py.git@a90ae78d14429009304cf6d6bac0c40e8b28c4a1
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.21.2.2a1.dev7+g0074bae22
+  version: 0.21.2.2a1.dev98+g382516039
   manager: pip
   platform: linux-64
   dependencies:
@@ -8481,16 +8552,16 @@ package:
     pymatsolver: '>=0.2,<0.3.0'
     scikit-learn: '>=1.2'
     scipy: '>=1.8.0'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   hash:
-    sha256: 0074bae221e775aa3d8abff37de2304a94c411f3
+    sha256: 3825160397345dbeaddb9553aa59dab085fbf442
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   category: main
   optional: false
 - name: mira-simpeg
-  version: 0.21.2.2a1.dev7+g0074bae22
+  version: 0.21.2.2a1.dev98+g382516039
   manager: pip
   platform: win-64
   dependencies:
@@ -8504,12 +8575,12 @@ package:
     pymatsolver: '>=0.2,<0.3.0'
     scikit-learn: '>=1.2'
     scipy: '>=1.8.0'
-  url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+  url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   hash:
-    sha256: 0074bae221e775aa3d8abff37de2304a94c411f3
+    sha256: 3825160397345dbeaddb9553aa59dab085fbf442
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/simpeg.git@0074bae221e775aa3d8abff37de2304a94c411f3
+    url: git+https://github.com/MiraGeoscience/simpeg.git@3825160397345dbeaddb9553aa59dab085fbf442
   category: main
   optional: false
 - name: octree-creation-app
@@ -8522,12 +8593,12 @@ package:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   hash:
-    sha256: 8a2af2a57144c32419db9335ba623518930b9621
+    sha256: 7d5b68f580b24e1ac096e236d77f739e1465d90f
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   category: main
   optional: false
 - name: octree-creation-app
@@ -8540,12 +8611,12 @@ package:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
     scipy: '>=1.14.0,<1.15.0'
-  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+  url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   hash:
-    sha256: 8a2af2a57144c32419db9335ba623518930b9621
+    sha256: 7d5b68f580b24e1ac096e236d77f739e1465d90f
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@8a2af2a57144c32419db9335ba623518930b9621
+    url: git+https://github.com/MiraGeoscience/octree-creation-app.git@7d5b68f580b24e1ac096e236d77f739e1465d90f
   category: main
   optional: false
 - name: param-sweeps
@@ -8555,12 +8626,12 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   hash:
-    sha256: dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    sha256: 1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   category: main
   optional: false
 - name: param-sweeps
@@ -8570,11 +8641,11 @@ package:
   dependencies:
     geoh5py: 0.11.0-alpha.1
     numpy: '>=1.26.0,<1.27.0'
-  url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+  url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   hash:
-    sha256: dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    sha256: 1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   source:
     type: url
-    url: git+https://github.com/MiraGeoscience/param-sweeps.git@dbb6a6e2131f4fb6ab26ffe0dcd1bd8adbbbd74d
+    url: git+https://github.com/MiraGeoscience/param-sweeps.git@1d38d71ffd733e0a128db74b3406a6749ea8d4ac
   category: main
   optional: false
diff --git a/pyproject.toml b/pyproject.toml
index aaa4f28b..a59870f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,6 +94,7 @@ libblas = "*=*mkl"  # because simpeg already brings in the MKL
 ## indirect dependencies, forcing them here for installation through Conda not pip
 #---------------------------------------------------------------------------------
 Pillow = ">=10.3.0, <10.4.0"  # from geoh5py
+bokeh = ">=3.6.0, <3.7.0"  # from simpeg
 empymod = ">=2.2.1, <2.3.0"  # from simpeg and geoana
 fsspec = "2022.*"  # from simpeg[dask]
 geoana = ">=0.5.0, <0.6.0"  # from simpeg
diff --git a/simpeg_drivers/components/data.py b/simpeg_drivers/components/data.py
index 91f95064..b49b5220 100644
--- a/simpeg_drivers/components/data.py
+++ b/simpeg_drivers/components/data.py
@@ -355,7 +355,7 @@ def create_survey(
 
         if "direct current" in self.params.inversion_type:
             survey.apparent_resistivity = 1 / (
-                geometric_factor(survey)[np.argsort(local_index)] + 1e-10
+                geometric_factor(survey)[np.argsort(np.hstack(local_index))] + 1e-10
             )
 
         return survey, local_index, ordering
@@ -363,6 +363,7 @@ def create_survey(
     def simulation(
         self,
         mesh: TreeMesh,
+        local_mesh: TreeMesh | None,
         active_cells: np.ndarray,
         survey,
         tile_id: int | None = None,
@@ -396,16 +397,17 @@ def simulation(
             )
 
         else:
-            nested_mesh = create_nested_mesh(
-                survey,
-                mesh,
-                minimum_level=3,
-                padding_cells=padding_cells,
-            )
+            if local_mesh is None:
+                local_mesh = create_nested_mesh(
+                    survey,
+                    mesh,
+                    minimum_level=3,
+                    padding_cells=padding_cells,
+                )
             mapping = maps.TileMap(
                 mesh,
                 active_cells,
-                nested_mesh,
+                local_mesh,
                 enforce_active=True,
                 components=3 if self.vector else 1,
             )
@@ -413,7 +415,7 @@ def simulation(
                 survey=survey,
                 receivers=self.entity,
                 global_mesh=mesh,
-                local_mesh=nested_mesh,
+                local_mesh=local_mesh,
                 active_cells=mapping.local_active,
                 mapping=mapping,
                 tile_id=tile_id,
@@ -481,3 +483,15 @@ def survey(self):
             self._survey, _, _ = self.create_survey()
 
         return self._survey
+
+    @property
+    def n_data(self):
+        n_data = 0
+        for comp in self.components:
+            if isinstance(self.observed[comp], dict):
+                for channel in self.observed[comp]:
+                    n_data += len(self.observed[comp][channel])
+            else:
+                n_data += len(self.observed[comp])
+
+        return n_data
diff --git a/simpeg_drivers/components/factories/misfit_factory.py b/simpeg_drivers/components/factories/misfit_factory.py
index a18b3b35..38a876a6 100644
--- a/simpeg_drivers/components/factories/misfit_factory.py
+++ b/simpeg_drivers/components/factories/misfit_factory.py
@@ -21,7 +21,8 @@
 
 import numpy as np
 from geoh5py.objects import Octree
-from simpeg import data, data_misfit, maps, objective_function
+from scipy.sparse import csr_matrix
+from simpeg import data, data_misfit, maps, meta, objective_function
 
 from simpeg_drivers.components.factories.simpeg_factory import SimPEGFactory
 
@@ -66,6 +67,7 @@ def assemble_arguments(  # pylint: disable=arguments-differ
             channels = [None]
 
         local_misfits = []
+
         self.sorting = []
         self.ordering = []
         tile_num = 0
@@ -73,12 +75,14 @@ def assemble_arguments(  # pylint: disable=arguments-differ
         for tile_count, local_index in enumerate(tiles):
             if len(local_index) == 0:
                 continue
+            local_mesh = None
 
             for count, channel in enumerate(channels):
                 local_sim, local_index, ordering, mapping = (
                     self.create_nested_simulation(
                         inversion_data,
                         mesh,
+                        local_mesh,
                         active_cells,
                         local_index,
                         channel=channel,
@@ -87,6 +91,8 @@ def assemble_arguments(  # pylint: disable=arguments-differ
                     )
                 )
 
+                local_mesh = local_sim.mesh
+
                 if count == 0:
                     if self.factory_type in [
                         "fem",
@@ -129,22 +135,24 @@ def assemble_arguments(  # pylint: disable=arguments-differ
 
                 # TODO Parse workers to simulations
                 # local_sim.workers = self.params.distributed_workers
+
+                simulation = meta.MetaSimulation(
+                    simulations=[local_sim], mappings=[mapping]
+                )
+
                 local_data = data.Data(local_sim.survey)
 
                 if self.params.forward_only:
-                    lmisfit = data_misfit.L2DataMisfit(
-                        local_data, local_sim, model_map=mapping
-                    )
+                    lmisfit = data_misfit.L2DataMisfit(local_data, simulation)
 
                 else:
                     local_data.dobs = local_sim.survey.dobs
                     local_data.standard_deviation = local_sim.survey.std
                     lmisfit = data_misfit.L2DataMisfit(
-                        data=local_data,
-                        simulation=local_sim,
-                        model_map=mapping,
+                        local_data,
+                        simulation,
                     )
-                    lmisfit.W = 1 / local_sim.survey.std
+
                     name = self.params.inversion_type
 
                     if len(tiles) > 1:
@@ -153,8 +161,10 @@ def assemble_arguments(  # pylint: disable=arguments-differ
                         name += f": Channel {channel}"
 
                     lmisfit.name = f"{name}"
+
                 local_misfits.append(lmisfit)
                 self.ordering.append(ordering)
+
                 tile_num += 1
 
         return [local_misfits]
@@ -166,7 +176,8 @@ def assemble_keyword_arguments(self, **_):
     @staticmethod
     def create_nested_simulation(
         inversion_data: InversionData,
-        mesh: Octree,
+        global_mesh: Octree,
+        local_mesh: Octree | None,
         active_cells: np.ndarray,
         indices: np.ndarray,
         *,
@@ -186,14 +197,60 @@ def create_nested_simulation(
         :param padding_cells: Number of padding cells around the local survey.
         """
         survey, indices, ordering = inversion_data.create_survey(
-            mesh=mesh, local_index=indices, channel=channel
+            mesh=global_mesh, local_index=indices, channel=channel
         )
         local_sim, mapping = inversion_data.simulation(
-            mesh,
+            global_mesh,
+            local_mesh,
             active_cells,
             survey,
             tile_id=tile_id,
             padding_cells=padding_cells,
         )
+        inv_type = inversion_data.params.inversion_type
+        if inv_type in ["fem", "tdem"]:
+            compute_em_projections(inversion_data, local_sim)
+        elif ("current" in inv_type or "polarization" in inv_type) and (
+            "2d" not in inv_type or "pseudo" in inv_type
+        ):
+            compute_dc_projections(inversion_data, local_sim, indices)
+        return local_sim, np.hstack(indices), ordering, mapping
+
+
+def compute_em_projections(inversion_data, simulation):
+    """
+    Pre-compute projections for the receivers for efficiency.
+    """
+    rx_locs = inversion_data.entity.vertices
+    projections = {}
+    for component in "xyz":
+        projections[component] = simulation.mesh.get_interpolation_matrix(
+            rx_locs, "faces_" + component[0]
+        )
+
+    for source in simulation.survey.source_list:
+        for receiver in source.receiver_list:
+            projection = 0.0
+            for orientation, comp in zip(receiver.orientation, "xyz", strict=True):
+                if orientation == 0:
+                    continue
+                projection += orientation * projections[comp][receiver.local_index, :]
+            receiver.spatialP = projection
+
+
+def compute_dc_projections(inversion_data, simulation, indices):
+    """
+    Pre-compute projections for the receivers for efficiency.
+    """
+    rx_locs = inversion_data.entity.vertices
+    mn_pairs = inversion_data.entity.cells
+    projection = simulation.mesh.get_interpolation_matrix(rx_locs, "nodes")
+
+    for source, ind in zip(simulation.survey.source_list, indices, strict=True):
+        proj_mn = projection[mn_pairs[ind, 0], :]
+
+        # Check if dipole receiver
+        if not np.all(mn_pairs[ind, 0] == mn_pairs[ind, 1]):
+            proj_mn -= projection[mn_pairs[ind, 1], :]
 
-        return local_sim, indices, ordering, mapping
+        source.receiver_list[0].spatialP = proj_mn  # pylint: disable=protected-access
diff --git a/simpeg_drivers/components/factories/receiver_factory.py b/simpeg_drivers/components/factories/receiver_factory.py
index a2efd10a..8126c888 100644
--- a/simpeg_drivers/components/factories/receiver_factory.py
+++ b/simpeg_drivers/components/factories/receiver_factory.py
@@ -174,11 +174,10 @@ def build(
     def _dcip_arguments(self, locations=None, local_index=None):
         args = []
         local_index = np.vstack(local_index)
-        locations_m = locations[local_index[:, 0], :]
-        locations_n = locations[local_index[:, 1], :]
-        args.append(locations_m)
 
-        if np.all(locations_m == locations_n):
+        args.append(locations[local_index[:, 0], :])
+
+        if np.all(local_index[:, 0] == local_index[:, 1]):
             if "direct current" in self.factory_type:
                 from simpeg.electromagnetics.static.resistivity import receivers
             else:
@@ -187,7 +186,7 @@ def _dcip_arguments(self, locations=None, local_index=None):
                 )
             self.simpeg_object = receivers.Pole
         else:
-            args.append(locations_n)
+            args.append(locations[local_index[:, 1], :])
 
         return args
 
diff --git a/simpeg_drivers/components/factories/survey_factory.py b/simpeg_drivers/components/factories/survey_factory.py
index 2c555372..b9f76764 100644
--- a/simpeg_drivers/components/factories/survey_factory.py
+++ b/simpeg_drivers/components/factories/survey_factory.py
@@ -8,7 +8,6 @@
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
-
 # pylint: disable=W0613
 # pylint: disable=W0221
 
@@ -194,6 +193,9 @@ def _get_local_data(self, data, channel, local_index):
         return local_data, local_uncertainties
 
     def _add_data(self, survey, data, local_index, channel):
+        if isinstance(local_index, list):
+            local_index = np.hstack(local_index)
+
         if self.factory_type in ["fem", "tdem"]:
             dobs = []
             uncerts = []
@@ -317,8 +319,6 @@ def _dcip_arguments(self, data=None, local_index=None):
             sources.append(source)
             self.local_index.append(receiver_indices)
 
-        self.local_index = np.hstack(self.local_index)
-
         return [sources]
 
     def _tdem_arguments(self, data=None, local_index=None, mesh=None):
@@ -382,6 +382,7 @@ def _tdem_arguments(self, data=None, local_index=None, mesh=None):
                     mesh=mesh,
                     component=component,
                 )
+                rx_obj.local_index = rx_ids
                 rx_list.append(rx_obj)
 
                 for time_id in range(len(receivers.channels)):
@@ -412,14 +413,15 @@ def _fem_arguments(self, data=None, mesh=None, channel=None):
         for receiver_id in self.local_index:
             receivers = []
             for component_id, component in enumerate(data.components):
-                receivers.append(
-                    rx_factory.build(
-                        locations=rx_locs[receiver_id, :],
-                        data=data,
-                        mesh=mesh,
-                        component=component,
-                    )
+                receiver = rx_factory.build(
+                    locations=rx_locs[receiver_id, :],
+                    data=data,
+                    mesh=mesh,
+                    component=component,
                 )
+
+                receiver.local_index = receiver_id
+                receivers.append(receiver)
                 ordering.append([component_id, receiver_id])
             receiver_groups[receiver_id] = receivers
 
diff --git a/simpeg_drivers/driver.py b/simpeg_drivers/driver.py
index 415d686c..57ad3e01 100644
--- a/simpeg_drivers/driver.py
+++ b/simpeg_drivers/driver.py
@@ -8,18 +8,24 @@
 #                                                                                   '
 # '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
 
+
 # flake8: noqa
 
 from __future__ import annotations
 
+import multiprocessing
+
 import sys
 from datetime import datetime, timedelta
+import logging
 from multiprocessing.pool import ThreadPool
 from pathlib import Path
 from time import time
 
 import numpy as np
 from dask import config as dconf
+
+from dask.distributed import get_client, Client, LocalCluster, performance_report
 from geoapps_utils.driver.driver import BaseDriver
 from geoapps_utils.driver.data import BaseData
 
@@ -51,6 +57,9 @@
 from simpeg_drivers.params import InversionBaseParams, BaseInversionData
 from simpeg_drivers.utils.utils import tile_locations
 
+mlogger = logging.getLogger("distributed")
+mlogger.setLevel(logging.WARNING)
+
 
 class InversionDriver(BaseDriver):
     _params_class = InversionBaseParams  # pylint: disable=E0601
@@ -76,7 +85,20 @@ def __init__(self, params: InversionBaseParams):
         self._regularization: None = None
         self._sorting: list[np.ndarray] | None = None
         self._ordering: list[np.ndarray] | None = None
+        self._mappings: list[maps.IdentityMap] | None = None
         self._window = None
+        self._client: Client | None = None
+
+    @property
+    def client(self):
+        if self._client is None:
+            try:
+                self._client = get_client()
+                # self._workers = [worker.worker_address for worker in self.client.cluster.workers.values()]
+            except ValueError:
+                self._client = False
+
+        return self._client
 
     @property
     def data_misfit(self):
@@ -103,6 +125,9 @@ def data_misfit(self):
                     self._data_misfit.multipliers, dtype=float
                 )
 
+            if self.client:
+                self.distributed_misfits()
+
         return self._data_misfit
 
     @property
@@ -112,6 +137,17 @@ def directives(self):
                 self._directives = DirectivesFactory(self)
         return self._directives
 
+    def distributed_misfits(self):
+        """
+        Method to convert MetaSimulations to DaskMetaSimulations with futures.
+        """
+        distributed_misfits = dask.objective_function.DaskComboMisfits(
+            self.data_misfit.objfcts,
+            multipliers=self.data_misfit.multipliers,
+            client=self.client,
+        )
+        self._data_misfit = distributed_misfits
+
     @property
     def inverse_problem(self):
         if getattr(self, "_inverse_problem", None) is None:
@@ -298,9 +334,7 @@ def run(self):
         predicted = None
         if self.params.forward_only:
             print("Running the forward simulation ...")
-            predicted = simpeg_inversion.invProb.get_dpred(
-                self.models.starting, compute_J=False
-            )
+            predicted = simpeg_inversion.invProb.get_dpred(self.models.starting, None)
         else:
             # Run the inversion
             self.start_inversion_message()
@@ -339,10 +373,10 @@ def start_inversion_message(self):
 
         if getattr(self, "drivers", None) is not None:  # joint problem
             data_count = np.sum(
-                [len(d.inversion_data.survey.std) for d in getattr(self, "drivers")]
+                [d.inversion_data.n_data for d in getattr(self, "drivers")]
             )
         else:
-            data_count = len(self.inversion_data.survey.std)
+            data_count = self.inversion_data.n_data
 
         print(
             f"Target Misfit: {self.params.chi_factor * data_count:.2e} ({data_count} data "
@@ -439,8 +473,15 @@ def get_tiles(self):
     def configure_dask(self):
         """Sets Dask config settings."""
 
+        if self.client:
+            dconf.set(scheduler=self.client)
+        else:
+            dconf.set(scheduler="threads")
+            n_cpu = self.params.n_cpu
+            if n_cpu is None:
+                n_cpu = int(multiprocessing.cpu_count())
+
         if self.params.parallelized:
-            dconf.set({"array.chunk-size": str(self.params.max_chunk_size) + "MiB"})
             dconf.set(scheduler="threads", pool=ThreadPool(self.params.n_cpu))
 
     @classmethod
@@ -520,6 +561,6 @@ def get_path(self, filepath: str | Path) -> str:
 
 
 if __name__ == "__main__":
-    file = str(Path(sys.argv[1]).resolve())
+    file = Path(sys.argv[1]).resolve()
     InversionDriver.start(file)
     sys.stdout.close()
diff --git a/simpeg_drivers/joint/driver.py b/simpeg_drivers/joint/driver.py
index 951417fd..bb721fe7 100644
--- a/simpeg_drivers/joint/driver.py
+++ b/simpeg_drivers/joint/driver.py
@@ -125,9 +125,13 @@ def initialize(self):
 
             multipliers = []
             for mult, func in driver.data_misfit:
-                func.model_map = func.model_map * driver.data_misfit.model_map
+                mappings = []
+                for mapping in func.simulation.mappings:
+                    mappings.append(mapping * projection * wire)
+
+                func.simulation.mappings = mappings
                 multipliers.append(
-                    mult * (func.model_map.shape[0] / projection.shape[1])
+                    mult * (func.simulation.mappings[0].shape[0] / projection.shape[1])
                 )
 
             driver.data_misfit.multipliers = multipliers
@@ -175,6 +179,9 @@ def run(self):
             with fetch_active_workspace(self.workspace, mode="r+"):
                 self.out_group.add_file(self.params.input_file.path_name)
 
+        if self.client:
+            self.distributed_misfits()
+
         if self.params.forward_only:
             print("Running the forward simulation ...")
             predicted = self.inverse_problem.get_dpred(
diff --git a/simpeg_drivers/params.py b/simpeg_drivers/params.py
index b412d381..66e88739 100644
--- a/simpeg_drivers/params.py
+++ b/simpeg_drivers/params.py
@@ -28,7 +28,8 @@
 from geoh5py.ui_json import InputFile
 from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
 
-from simpeg_drivers import assets_path
+
+# from simpeg_drivers import assets_path
 
 
 # pylint: disable=too-many-lines
@@ -316,7 +317,7 @@ class BaseInversionData(CoreData):
     initial_beta: float | None = None
     coolingFactor: float = 2.0
 
-    coolingRate: float = 2.0
+    coolingRate: float = 1.0
     max_global_iterations: int = 50
     max_line_search_iterations: int = 20
     max_cg_iterations: int = 30
@@ -1083,4 +1084,4 @@ def padding_cells(self) -> int:
         if self.tile_spatial == 1:
             return 100
 
-        return 4 if self.inversion_type in ["fem", "tdem"] else 6
+        return 4 if self.inversion_type in ["fem", "tdem"] else 8
diff --git a/simpeg_drivers/utils/testing.py b/simpeg_drivers/utils/testing.py
index 66c766c1..6c65c8d8 100644
--- a/simpeg_drivers/utils/testing.py
+++ b/simpeg_drivers/utils/testing.py
@@ -188,11 +188,11 @@ def setup_inversion_workspace(
     flatten=False,
     geoh5=None,
 ):
+    filepath = Path(work_dir) / "inversion_test.ui.geoh5"
     if geoh5 is None:
-        if (Path(work_dir) / "inversion_test.ui.geoh5").is_file():
-            geoh5 = Workspace(Path(work_dir) / "inversion_test.ui.geoh5")
-        else:
-            geoh5 = Workspace.create(Path(work_dir) / "inversion_test.ui.geoh5")
+        if filepath.is_file():
+            filepath.unlink()
+        geoh5 = Workspace.create(filepath)
     # Topography
     xx, yy = np.meshgrid(np.linspace(-200.0, 200.0, 50), np.linspace(-200.0, 200.0, 50))
 
diff --git a/simpeg_drivers/utils/tile_estimate.py b/simpeg_drivers/utils/tile_estimate.py
index 59cb5398..a22b7374 100644
--- a/simpeg_drivers/utils/tile_estimate.py
+++ b/simpeg_drivers/utils/tile_estimate.py
@@ -107,6 +107,7 @@ def get_results(self, max_tiles: int = 13) -> dict:
             sim, _, _, mapping = MisfitFactory.create_nested_simulation(
                 self.driver.inversion_data,
                 self.mesh,
+                None,
                 self.active_cells,
                 tiles[ind],
                 tile_id=ind,
diff --git a/simpeg_drivers/utils/utils.py b/simpeg_drivers/utils/utils.py
index 41c18b14..f4030897 100644
--- a/simpeg_drivers/utils/utils.py
+++ b/simpeg_drivers/utils/utils.py
@@ -145,7 +145,7 @@ def create_nested_mesh(
     survey: BaseSurvey,
     base_mesh: TreeMesh,
     padding_cells: int = 8,
-    minimum_level: int = 3,
+    minimum_level: int = 4,
     finalize: bool = True,
 ):
     """
@@ -722,7 +722,8 @@ def active_from_xyz(
     else:
         raise ValueError("'grid_reference' must be one of 'center', 'top', or 'bottom'")
 
-    z_locations = z_interpolate(locations[:, :2])
+    unique_locs, inds = np.unique(locations[:, :2].round(), axis=0, return_inverse=True)
+    z_locations = z_interpolate(unique_locs)[inds]
 
     # Apply nearest neighbour if in extrapolation
     ind_nan = np.isnan(z_locations)
diff --git a/tests/data_test.py b/tests/data_test.py
index 3a549e02..953711bd 100644
--- a/tests/data_test.py
+++ b/tests/data_test.py
@@ -134,8 +134,12 @@ def test_survey_data(tmp_path: Path):
 
     assert driver.inversion is not None
 
-    local_survey_a = driver.inverse_problem.dmisfit.objfcts[0].simulation.survey
-    local_survey_b = driver.inverse_problem.dmisfit.objfcts[1].simulation.survey
+    local_survey_a = (
+        driver.inverse_problem.dmisfit.objfcts[0].simulation.simulations[0].survey
+    )
+    local_survey_b = (
+        driver.inverse_problem.dmisfit.objfcts[1].simulation.simulations[0].survey
+    )
 
     # test locations
 
diff --git a/tests/run_tests/driver_dc_test.py b/tests/run_tests/driver_dc_test.py
index 77d7d792..e43764f3 100644
--- a/tests/run_tests/driver_dc_test.py
+++ b/tests/run_tests/driver_dc_test.py
@@ -28,7 +28,7 @@
 # To test the full run and validate the inversion.
 # Move this file out of the test directory and run.
 
-target_run = {"data_norm": 0.15043, "phi_d": 221.4, "phi_m": 358.6}
+target_run = {"data_norm": 0.150326, "phi_d": 194.2, "phi_m": 346.2}
 
 
 def test_dc_3d_fwr_run(
diff --git a/tests/run_tests/driver_ip_2d_test.py b/tests/run_tests/driver_ip_2d_test.py
index 7cddae02..688a3077 100644
--- a/tests/run_tests/driver_ip_2d_test.py
+++ b/tests/run_tests/driver_ip_2d_test.py
@@ -28,7 +28,7 @@
 # To test the full run and validate the inversion.
 # Move this file out of the test directory and run.
 
-target_run = {"data_norm": 0.091350, "phi_d": 25630, "phi_m": 0.1578}
+target_run = {"data_norm": 0.09052544, "phi_d": 24910, "phi_m": 0.1845}
 
 
 def test_ip_2d_fwr_run(
diff --git a/tests/run_tests/driver_mag_test.py b/tests/run_tests/driver_mag_test.py
index a73935ec..f7e4477a 100644
--- a/tests/run_tests/driver_mag_test.py
+++ b/tests/run_tests/driver_mag_test.py
@@ -13,6 +13,7 @@
 from pathlib import Path
 
 import numpy as np
+from dask.distributed import LocalCluster, performance_report
 from geoh5py.workspace import Workspace
 
 from simpeg_drivers.params import ActiveCellsData
@@ -139,5 +140,11 @@ def test_susceptibility_run(
 
 if __name__ == "__main__":
     # Full run
-    test_susceptibility_fwr_run(Path("./"), n_grid_points=20, refinement=(4, 8))
-    test_susceptibility_run(Path("./"), max_iterations=30, pytest=False)
+    with LocalCluster(processes=True, n_workers=2, threads_per_worker=6) as cluster:
+        with cluster.get_client():
+            # Full run
+            with performance_report(filename="diagnostics.html"):
+                test_susceptibility_fwr_run(
+                    Path("./"), n_grid_points=20, refinement=(4, 8)
+                )
+                test_susceptibility_run(Path("./"), max_iterations=30, pytest=False)