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Statistical learning goes beyond the d-band model providing the thermochemistry of adsorbates on transition metals

The rational design of heterogeneous catalysts relies on the efficient survey of mechanisms by density functional theory (DFT). However, massive reaction networks cannot be sampled effectively as they grow exponentially with the size of reactants. Here we present a statistical principal component an...

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Detalles Bibliográficos
Autores principales: García-Muelas, Rodrigo, López, Núria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794282/
https://www.ncbi.nlm.nih.gov/pubmed/31615991
http://dx.doi.org/10.1038/s41467-019-12709-1