Cargando…

The challenge of balancing model sensitivity and robustness in predicting yields: a benchmarking study of amide coupling reactions

Accurate prediction of reaction yield is the holy grail for computer-assisted synthesis prediction, but current models have failed to generalize to large literature datasets. To understand the causes and inspire future design, we systematically benchmarked the yield prediction task. We carefully cur...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Zhen, Moroz, Yurii S., Isayev, Olexandr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10566507/
https://www.ncbi.nlm.nih.gov/pubmed/37829036
http://dx.doi.org/10.1039/d3sc03902a