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

Thomas Beckers Jacob H. Seidman Paris Perdikaris George J. Pappas

Published in: CDC (2022)

Keyphrases

gaussian process
bayesian learning
model selection
hyperparameters
semi supervised
gaussian processes
regression model
bayesian framework
latent variables
posterior distribution
approximate inference
marginal likelihood
cross validation
training data
active learning
bayesian methods