Transfer learning across different photocatalytic organic reactions

Abstract While seasoned organic chemists can often predict suitable catalysts for new reactions based on their past experiences in other catalytic reactions, developing this ability is costly, laborious and time-consuming. Therefore, replicating this remarkable expertize of human researchers through...

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Bibliographic Details
Main Authors: Naoki Noto, Ryuga Kunisada, Tabea Rohlfs, Manami Hayashi, Ryosuke Kojima, Olga García Mancheño, Takeshi Yanai, Susumu Saito
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-58687-5
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