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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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Detalles Bibliográficos
Autores principales: Winter, Robin, Montanari, Floriane, Noé, Frank, Clevert, Djork-Arné
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Royal Society of Chemistry 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6368215/
https://www.ncbi.nlm.nih.gov/pubmed/30842833
http://dx.doi.org/10.1039/c8sc04175j