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Transfer learning enables the molecular transformer to predict regio- and stereoselective reactions on carbohydrates

Organic synthesis methodology enables the synthesis of complex molecules and materials used in all fields of science and technology and represents a vast body of accumulated knowledge optimally suited for deep learning. While most organic reactions involve distinct functional groups and can readily...

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Detalles Bibliográficos
Autores principales: Pesciullesi, Giorgio, Schwaller, Philippe, Laino, Teodoro, Reymond, Jean-Louis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519051/
https://www.ncbi.nlm.nih.gov/pubmed/32978395
http://dx.doi.org/10.1038/s41467-020-18671-7