Machine learning the Hohenberg-Kohn map for molecular excited states

Density functional theory provides a formal map from the electron density to all observables of interest of a many-body system; however, maps for electronic excited states are unknown. Here, the authors demonstrate a data-driven machine learning approach for constructing multistate functionals.

מידע ביבליוגרפי
Main Authors: Yuanming Bai, Leslie Vogt-Maranto, Mark E. Tuckerman, William J. Glover
פורמט: Article
שפה:English
יצא לאור: Nature Portfolio 2022-11-01
סדרה:Nature Communications
גישה מקוונת:https://doi.org/10.1038/s41467-022-34436-w