Kepler two-body problem

Hamiltonian Neural Networks show improved long-horizon prediction accuracy

Researchers have evaluated Hamiltonian Neural Networks (HNNs) against standard feedforward networks for predicting pendulum and Kepler dynamics. By using identical training data, optimization settings, and integration s…