Inverting the Kohn–Sham equations with physics-informed machine learning

Electronic structure theory calculations offer an understanding of matter at the quantum level, complementing experimental studies in materials science and chemistry. One of the most widely used methods, density functional theory, maps a set of real interacting electrons to a set of fictitious non-i...

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Bibliographic Details
Main Authors: Vincent Martinetto, Karan Shah, Attila Cangi, Aurora Pribram-Jones
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/ad3159