Controlled oscillation modeling using port-Hamiltonian neural networks

Maximino Linares, Guillaume Doras, Thomas Hélie

Learning dynamical systems through purely data-driven methods is challenging as they do not learn the underlying conservation laws that enable them to correctly generalize. Existin…