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

AV Ermolaev, C Finot, G Genty, JM Dudley - arXiv preprint arXiv …, 2024 - arxiv.org
Identifying the underlying processes that locally dominate physical interactions is the key to
understanding nonlinear dynamics. Machine-learning techniques have recently been shown …