Symplectic Neural Networks for Learning Non-Separable Hamiltonians

Harsh Choudhary, Vyacheslav Kungurtsev, Chandan Gupta +2

Hamiltonian Neural Networks (HNNs) integrate physical priors into neural models by learning a system's Hamiltonian, improving generalization and sample efficiency. Identifying the…