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Machine learned features from density of states for accurate adsorption energy prediction

Materials databases generated by high-throughput computational screening, typically using density functional theory (DFT), have become valuable resources for discovering new heterogeneous catalysts, though the computational cost associated with generating them presents a crucial roadblock. Hence the...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Fung, Victor, Hu, Guoxiang, Ganesh, P., Sumpter, Bobby G.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7782579/
https://ncbi.nlm.nih.gov/pubmed/33398014
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-20342-6
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