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Add citation information to README (#105)
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1. Add short table of papers that have used syntheseus so far
2. Add bibtex for Faraday discussion paper to help people cite paper in
the future

---------

Co-authored-by: Austin T <austin.james.tripp[at]gmail.com>
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Expand Up @@ -41,6 +41,31 @@ pip install "syntheseus[all]"

See [here](https://microsoft.github.io/syntheseus/installation) if you prefer a more lightweight installation that only includes the parts you actually need.

## Citation and usage

Since the release of our package, we've been thrilled to see syntheseus be used in the following projects:

| **Project** | **Usage** | **Reference(s)** |
|:--------------|:-----|:-----------|
|Retro-fallback search|Multi-step search|ICLR [paper](https://arxiv.org/abs/2310.09270), [code](https://github.com/AustinT/retro-fallback-iclr24)|
|RetroGFN|Pre-packaged single-step models|arXiv [paper](https://arxiv.org/abs/2406.18739), [code](https://github.com/gmum/RetroGFN)|
|TANGO|Single-step and multi-step|arXiv [paper](https://arxiv.org/abs/2410.11527)|
|SimpRetro|Multi-step search|JCIM [paper](https://pubs.acs.org/doi/10.1021/acs.jcim.4c00432), [code](https://github.com/catalystforyou/SimpRetro)|

If you use syntheseus in an academic project, please consider citing our
[associated paper from Faraday Discussions](https://pubs.rsc.org/en/content/articlelanding/2024/fd/d4fd00093e)
(bibtex below). You can also message us or submit a PR to have your project added to the table above!

```
@article{maziarz2024re,
title={Re-evaluating retrosynthesis algorithms with syntheseus},
author={Maziarz, Krzysztof and Tripp, Austin and Liu, Guoqing and Stanley, Megan and Xie, Shufang and Gainski, Piotr and Seidl, Philipp and Segler, Marwin},
journal={Faraday Discussions},
year={2024},
publisher={Royal Society of Chemistry}
}
```

## Development

Syntheseus is currently under active development.
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