Diffusion Models for SU(2) Lattice Gauge Theory in Two Dimensions

H. Alharazin, J. Yu. Panteleeva, B. -D. Sun

We apply score-based diffusion models to two-dimensional SU(2) lattice pure gauge theory with the Wilson action, extending recent work on U(1) gauge theories. The SU(2) manifold st…