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ChemTS: an efficient python library for de novo molecular generation

Automatic design of organic materials requires black-box optimization in a vast chemical space. In conventional molecular design algorithms, a molecule is built as a combination of predetermined fragments. Recently, deep neural network models such as variational autoencoders and recurrent neural net...

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Detalles Bibliográficos
Autores principales: Yang, Xiufeng, Zhang, Jinzhe, Yoshizoe, Kazuki, Terayama, Kei, Tsuda, Koji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5801530/
https://www.ncbi.nlm.nih.gov/pubmed/29435094
http://dx.doi.org/10.1080/14686996.2017.1401424