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Machine learning meets volcano plots: computational discovery of cross-coupling catalysts

The application of modern machine learning to challenges in atomistic simulation is gaining attraction. We present new machine learning models that can predict the energy of the oxidative addition process between a transition metal complex and a substrate for C–C cross-coupling reactions. In turn, t...

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Detalhes bibliográficos
Publicado no:Chem Sci
Main Authors: Meyer, Benjamin, Sawatlon, Boodsarin, Heinen, Stefan, von Lilienfeld, O. Anatole, Corminboeuf, Clémence
Formato: Artigo
Idioma:Inglês
Publicado em: Royal Society of Chemistry 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6137445/
https://ncbi.nlm.nih.gov/pubmed/30310627
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c8sc01949e
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