Study of topological quantities of lattice QCD with a modified Wasserstein generative adversarial network

Lin Gao, Heping Ying, Jianbo Zhang

We propose a modified Wasserstein generative adversarial network (M-WGAN) to study the distribution of the topological charge in lattice QCD based on Monte Carlo simulations. We co…