Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints

Marc Finzi, Ke Alexander Wang, Andrew Gordon Wilson

Reasoning about the physical world requires models that are endowed with the right inductive biases to learn the underlying dynamics. Recent works improve generalization for predic…