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What Does the Machine Learn? Knowledge Representations of Chemical Reactivity

In a departure from conventional chemical approaches, data-driven models of chemical reactions have recently been shown to be statistically successful using machine learning. These models, however, are largely black box in character and have not provided the kind of chemical insights that historical...

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Podrobná bibliografie
Vydáno v:J Chem Inf Model
Hlavní autoři: Kammeraad, Joshua A., Goetz, Jack, Walker, Eric A., Tewari, Ambuj, Zimmerman, Paul M.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7166311/
https://ncbi.nlm.nih.gov/pubmed/32091880
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.jcim.9b00721
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