Learning Cole-Hopf Coordinates for Stochastic Growth Dynamics: the KPZ class

Lorenzo Mensi, Simone Cuonzo, Maria Chiara Angelini +3

Inferring effective equations from observations of nonlinear stochastic processes is challenging because individual trajectories are noisy realizations, while the relevant physical…