Simplifying Hamiltonian and Lagrangian Neural
        Networks via Explicit Constraints

      Marc Finzi         Ke Alexander Wang         Andrew Gordon Wilson
     New York University       Cornell University         New York University

                         Abstract
      Reasoning about the physical world requires models that are endowed with the
      right inductive biases to learn the underlying dynamics. Recent works im-
      prove generalization for predicting trajectories by lea ...