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Machine learning electronic structure methods based on the one-electron reduced density matrix

The theorems of density functional theory (DFT) establish bijective maps between the local external potential of a many-body system and its electron density, wavefunction and, therefore, one-particle reduced density matrix. Building on this foundation, we show that machine learning models based on t...

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Detalles Bibliográficos
Autores principales: Shao, Xuecheng, Paetow, Lukas, Tuckerman, Mark E., Pavanello, Michele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10560258/
https://www.ncbi.nlm.nih.gov/pubmed/37805614
http://dx.doi.org/10.1038/s41467-023-41953-9