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13 changes: 12 additions & 1 deletion README.md
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Expand Up @@ -8,6 +8,17 @@ This repo implements a **pre-decoder** for surface-code memory experiments:

The public release exposes a **single user-facing config** and a **single runner script**.

## Publication

This implementation accompanies the paper:

Christopher Chamberland, Jan Olle, Muyuan Li, Scott Thornton, and Igor Baratta,
"Fast and accurate AI-based pre-decoders for surface codes,"
[arXiv:2604.12841](https://arxiv.org/abs/2604.12841), 2026.
[doi:10.48550/arXiv.2604.12841](https://doi.org/10.48550/arXiv.2604.12841)

Please cite the paper if you use this repository in research or published work.

### Quick start (train + inference)

From the repo root:
Expand Down Expand Up @@ -556,4 +567,4 @@ Presence of these headers is enforced automatically by the `spdx-header-check` C
`.github/workflows/ci.yml`).

Third-party open source components bundled with or required by this project are listed with their
respective copyright notices and license texts in [NOTICE](NOTICE).
respective copyright notices and license texts in [NOTICE](NOTICE).
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