# \#publication

**URL:** https://community.envipath.org/tag/publication/1.md

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## [New preprint - Transformers for the prediction of biodegradation pathways](https://community.envipath.org/t/new-preprint-transformers-for-the-prediction-of-biodegradation-pathways/43)

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**Author:** [@wicker](https://community.envipath.org/u/wicker)\
**Replies:** 0\
**Last updated:** [November 7, 2024, 2:44am UTC](https://community.envipath.org/t/new-preprint-transformers-for-the-prediction-of-biodegradation-pathways/43 "2024-11-07T02:44:56Z")

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Can we use transformers to accurately predict biodegradation pathways, and what how should we evaluate their predictions? Read our latest preprint, “Predicting Biodegradation Reactions with Transformers: A Sequence-to-…

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## [New publication!](https://community.envipath.org/t/new-publication/42)

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**Author:** [@wicker](https://community.envipath.org/u/wicker)\
**Replies:** 0\
**Last updated:** [November 7, 2024, 2:42am UTC](https://community.envipath.org/t/new-publication/42 "2024-11-07T02:42:30Z")

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enviPath was first published in 2016. Since then, we have introduced substantial functionality enhancements and updates. We’ve summarized these advancements in our latest update paper. Check it out here: