A late-lumping GP prior over the Hamiltonian, discretized independently with PFEM, learns a 1D nonlinear wave equation and identifies its quadratic parameters.
Simulation and control of interactions in multi-physics, a python package for port-hamiltonian systems
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PFEM-GP-dPHS : a finite element framework for combining Gaussian processes and infinite-dimensional port-Hamiltonian systems
A late-lumping GP prior over the Hamiltonian, discretized independently with PFEM, learns a 1D nonlinear wave equation and identifies its quadratic parameters.