Gauge-Equivariant Graph Neural Networks for Lattice Gauge Theories

ArXi:2604.20797v1 Announce Type: cross Local gauge symmetry underlies fundamental interactions and strongly correlated quantum matter, yet existing machine-learning approaches lack a general, principled framework for learning under site-dependent symmetries, particularly for intrinsically nonlocal observables. Here we