Reaction performance prediction with an extrapolative and interpretable graph model based on chemical knowledge

Abstract Accurate prediction of reactivity and selectivity provides the desired guideline for synthetic development. Due to the high-dimensional relationship between molecular structure and synthetic function, it is challenging to achieve the predictive modelling of synthetic transformation with the...

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Bibliographic Details
Main Authors: Shu-Wen Li, Li-Cheng Xu, Cheng Zhang, Shuo-Qing Zhang, Xin Hong
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-39283-x