Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?

Tae-Geun Kim, Seong Chan Park

We propose a novel framework based on neural network that reformulates classical mechanics as an operator learning problem. A machine directly maps a potential function to its corr…