Emergent Loop Geometry in Gauge-Equivariant Graph Neural Networks

Ali Rayat, Gia-Wei Chern

Gauge-equivariant graph neural networks generate ordered products of gauge links through local message passing, but the geometry of these internal structures is not captured by the…