Reducing Autocorrelation Times in Lattice Simulations with Generative Adversarial Networks

Jan M. Pawlowski, Julian M. Urban

Short autocorrelation times are essential for a reliable error assessment in Monte Carlo simulations of lattice systems. In many interesting scenarios, the decay of autocorrelation…