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Towards efficient discovery of green synthetic pathways with Monte Carlo tree search and reinforcement learning

Computer aided synthesis planning of synthetic pathways with green process conditions has become of increasing importance in organic chemistry, but the large search space inherent in synthesis planning and the difficulty in predicting reaction conditions make it a significant challenge. We introduce...

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書誌詳細
出版年:Chem Sci
主要な著者: Wang, Xiaoxue, Qian, Yujie, Gao, Hanyu, Coley, Connor W., Mo, Yiming, Barzilay, Regina, Jensen, Klavs F.
フォーマット: Artigo
言語:Inglês
出版事項: The Royal Society of Chemistry 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC8162445/
https://ncbi.nlm.nih.gov/pubmed/34094345
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/d0sc04184j
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