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Bayesian molecular design with a chemical language model

The aim of computational molecular design is the identification of promising hypothetical molecules with a predefined set of desired properties. We address the issue of accelerating the material discovery with state-of-the-art machine learning techniques. The method involves two different types of p...

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Foilsithe in:J Comput Aided Mol Des
Main Authors: Ikebata, Hisaki, Hongo, Kenta, Isomura, Tetsu, Maezono, Ryo, Yoshida, Ryo
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer International Publishing 2017
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5393296/
https://ncbi.nlm.nih.gov/pubmed/28281211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10822-016-0008-z
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