Gaussian Process Port-Hamiltonian Systems: Bayesian Learning with Physics Prior

Thomas Beckers, Jacob Seidman, Paris Perdikaris +1

Data-driven approaches achieve remarkable results for the modeling of complex dynamics based on collected data. However, these models often neglect basic physical principles which…