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Learning continuous and data-driven molecular descriptors by translating equivalent chemical representations

There has been a recent surge of interest in using machine learning across chemical space in order to predict properties of molecules or design molecules and materials with the desired properties. Most of this work relies on defining clever feature representations, in which the chemical graph struct...

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Detalhes bibliográficos
Publicado no:Chem Sci
Main Authors: Winter, Robin, Montanari, Floriane, Noé, Frank, Clevert, Djork-Arné
Formato: Artigo
Idioma:Inglês
Publicado em: Royal Society of Chemistry 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6368215/
https://ncbi.nlm.nih.gov/pubmed/30842833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c8sc04175j
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