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Autonomous design of new chemical reactions using a variational autoencoder

Artificial intelligence based chemistry models are a promising method of exploring chemical reaction design spaces. However, training datasets based on experimental synthesis are typically reported only for the optimal synthesis reactions. This leads to an inherited bias in the model predictions. Th...

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Detalles Bibliográficos
Autores principales: Tempke, Robert, Musho, Terence
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814385/
https://www.ncbi.nlm.nih.gov/pubmed/36697652
http://dx.doi.org/10.1038/s42004-022-00647-x

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