Learning Degenerate Manifolds of Frustrated Magnets with Boltzmann Machines

Ho Jang, Jackson C. Glass, Gia-Wei Chern

We show that Restricted Boltzmann Machines (RBMs) provide a flexible generative framework for modeling spin configurations in disordered yet strongly correlated phases of frustrate…