Neural Port-Hamiltonian Differential Algebraic Equations for Compositional Learning of Electrical Networks

Cyrus Neary, Nathan Tsao, Ufuk Topcu

We develop compositional learning algorithms for coupled dynamical systems, with a particular focus on electrical networks. While deep learning has proven effective at modeling com…