$$\texttt {DiffER}$$ DiffER : categorical diffusion ensembles for single-step chemical retrosynthesis

Abstract Methods for automatic chemical retrosynthesis have found recent success through the application of models traditionally built for natural language processing, primarily through transformer neural networks. These models have demonstrated significant ability to translate between the SMILES en...

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Bibliographic Details
Main Authors: Sean Current, Ziqi Chen, Daniel Adu-Ampratwum, Xia Ning, Srinivasan Parthasarathy
Format: Article
Language:English
Published: BMC 2025-07-01
Series:Journal of Cheminformatics
Online Access:https://doi.org/10.1186/s13321-025-01056-7
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