Correlation-enhanced neural networks as interpretable variational quantum states

Variational methods have proven to be excellent tools to approximate the ground states of complex many-body Hamiltonians. Generic tools such as neural networks are extremely powerful, but their parameters are not necessarily physically motivated. Thus, an efficient parametrization of the wave functi...

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Bibliographic Details
Main Authors: Agnes Valenti, Eliska Greplova, Netanel H. Lindner, Sebastian D. Huber
Format: Article
Language:English
Published: American Physical Society 2022-01-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.4.L012010