cond-mat.mtrl-sci, cs.LG, physics.chem-ph, physics.comp-ph, stat.ML

How unconstrained machine-learning models learn physical symmetries

arXiv:2603.24638v1 Announce Type: cross
Abstract: The requirement of generating predictions that exactly fulfill the fundamental symmetry of the corresponding physical quantities has profoundly shaped the development of machine-learning models for phy…