Completeness of atomic structure representations

In this paper, we address the challenge of obtaining a comprehensive and symmetric representation of point particle groups, such as atoms in a molecule, which is crucial in physics and theoretical chemistry. The problem has become even more important with the widespread adoption of machine-learning...

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Bibliographic Details
Main Authors: Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti
Format: Article
Language:English
Published: AIP Publishing LLC 2024-03-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0160740