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Bypassing the Kohn-Sham equations with machine learning

Last year, at least 30,000 scientific papers used the Kohn–Sham scheme of density functional theory to solve electronic structure problems in a wide variety of scientific fields. Machine learning holds the promise of learning the energy functional via examples, bypassing the need to solve the Kohn–S...

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Detaylı Bibliyografya
Yayımlandı:Nat Commun
Asıl Yazarlar: Brockherde, Felix, Vogt, Leslie, Li, Li, Tuckerman, Mark E., Burke, Kieron, Müller, Klaus-Robert
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group UK 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5636838/
https://ncbi.nlm.nih.gov/pubmed/29021555
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-017-00839-3
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