Overcoming critical slowing down in frustrated spin systems by learned multiscale sampling

Gabriele Bandini, Giulio Biroli, Patrick Charbonneau +1

Cluster algorithms, such as the Swendsen--Wang and Wolff methods, are among the most successful MCMC methods for mitigating critical slowing down in statistical systems. These cons…