How unconstrained machine-learning models learn physical symmetries

Michelangelo Domina, Joseph William Abbott, Paolo Pegolo +2

The requirement of generating predictions that exactly fulfill the fundamental symmetry of the corresponding physical quantities has profoundly shaped the development of machine-le…