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Discovery of novel chemical reactions by deep generative recurrent neural network

The “creativity” of Artificial Intelligence (AI) in terms of generating de novo molecular structures opened a novel paradigm in compound design, weaknesses (stability & feasibility issues of such structures) notwithstanding. Here we show that “creative” AI may be as successfully taught to enumer...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Bort, William, Baskin, Igor I., Gimadiev, Timur, Mukanov, Artem, Nugmanov, Ramil, Sidorov, Pavel, Marcou, Gilles, Horvath, Dragos, Klimchuk, Olga, Madzhidov, Timur, Varnek, Alexandre
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7862614/
https://ncbi.nlm.nih.gov/pubmed/33542271
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-81889-y
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