Learning Lattice Quantum Field Theories with Equivariant Continuous Flows

Mathis Gerdes, Pim de Haan, Corrado Rainone +2

We propose a novel machine learning method for sampling from the high-dimensional probability distributions of Lattice Field Theories, which is based on a single neural ODE layer a…