Learning Hamiltonian Dynamics at Scale: A Differential-Geometric Approach

Katharina Friedl, Noémie Jaquier, Alyx Liao +1

Embedding physical intuition into network architectures allows the learning of dynamics that enforce fundamental properties, such as energy conservation laws, thereby leading to ph…