Automating physical intuition in nonlinear fiber optics with unsupervised dominant balance search

Andrei V. Ermolaev, Christophe Finot, Goery Genty +1

Identifying the underlying processes that locally dominate physical interactions is the key to understanding nonlinear dynamics. Machine-learning techniques have recently been show…