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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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Vydáno v:Chem Sci
Hlavní autoři: Meyer, Benjamin, Sawatlon, Boodsarin, Heinen, Stefan, von Lilienfeld, O. Anatole, Corminboeuf, Clémence
Médium: Artigo
Jazyk:Inglês
Vydáno: Royal Society of Chemistry 2018
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On-line přístup: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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