Spectroscopy of two-dimensional interacting lattice electrons using symmetry-aware neural backflow transformations

Abstract Neural networks have shown to be a powerful tool to represent the ground state of quantum many-body systems, including fermionic systems. However, efficiently integrating lattice symmetries into neural representations remains a significant challenge. In this work, we introduce a framework f...

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Bibliographic Details
Main Authors: Imelda Romero, Jannes Nys, Giuseppe Carleo
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-025-01955-z
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