Robustness under parameter and problem domain alterations of Bayesian optimization methods for chemical reactions

Abstract The related problems of chemical reaction optimization and reaction scope search concern the discovery of reaction pathways and conditions that provide the best percentage yield of a target product. The space of possible reaction pathways or conditions is too large to search in full, so ide...

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Bibliographic Details
Main Authors: Rubaiyat Mohammad Khondaker, Stephen Gow, Samantha Kanza, Jeremy G Frey, Mahesan Niranjan
Format: Article
Language:English
Published: BMC 2022-09-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-022-00641-4