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Substrate specific closed-loop optimization of carbohydrate protective group chemistry using Bayesian optimization and transfer learning

A new way of performing reaction optimization within carbohydrate chemistry is presented. This is done by performing closed-loop optimization of regioselective benzoylation of unprotected glycosides using Bayesian optimization. Both 6-O-monobenzoylations and 3,6-O-dibenzoylations of three different...

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Detalles Bibliográficos
Autores principales: Faurschou, Natasha Videcrantz, Taaning, Rolf Hejle, Pedersen, Christian Marcus
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/PMC10266441/
https://www.ncbi.nlm.nih.gov/pubmed/37325141
http://dx.doi.org/10.1039/d3sc01261a