Generative models for sampling of lattice field theories

Matija Medvidovic, Juan Carrasquilla, Lauren E. Hayward +1

We explore a self-learning Markov chain Monte Carlo method based on the Adversarial Non-linear Independent Components Estimation Monte Carlo, which utilizes generative models and a…