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12 changes: 12 additions & 0 deletions README.md
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Expand Up @@ -19,6 +19,7 @@ The public release exposes a **single user-facing config** and a **single runner

## Table of Contents

- [Publication](#publication)
- [High-level workflow](#high-level-workflow)
- [Quick start (train + inference)](#quick-start-train--inference)
- [Dependencies](#dependencies)
Expand All @@ -43,6 +44,17 @@ The public release exposes a **single user-facing config** and a **single runner
- [Results](#results)
- [License](#license)

## 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.

## High-level workflow

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