Machine learning-guided strategies for reaction conditions design and optimization

This review surveys the recent advances and challenges in predicting and optimizing reaction conditions using machine learning techniques. The paper emphasizes the importance of acquiring and processing large and diverse datasets of chemical reactions, and the use of both global and local models to...

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Bibliographic Details
Main Authors: Lung-Yi Chen, Yi-Pei Li
Format: Article
Language:English
Published: Beilstein-Institut 2024-10-01
Series:Beilstein Journal of Organic Chemistry
Subjects:
Online Access:https://doi.org/10.3762/bjoc.20.212