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Department of Computer Science, Old Dominion University, Norfolk, VA 22904, USA.
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Gauge-equivariant GNNs unlock the ability to learn intrinsically nonlocal observables in lattice gauge theories by directly embedding non-Abelian symmetries into message passing.