Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows

Pim de Haan, Corrado Rainone, Miranda C. N. Cheng +1

We propose a continuous normalizing flow for sampling from the high-dimensional probability distributions of Quantum Field Theories in Physics. In contrast to the deep architecture…