Identifying the nonlinear string dynamics with port-Hamiltonian neural networks

Maximino Linares, Guillaume Doras, Thomas Hélie

Hybrid machine learning combines physical knowledge with data-driven models to enhance interpretability and performance. In this context, Port-Hamiltonian Systems (PHS), which gene…