Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium

Francesco Carnazza, Federico Carollo, Sabine Andergassen +3

We develop a machine learning algorithm to infer the emergent stochastic equation governing the evolution of an order parameter of a many-body system. We train our neural network t…