Structure-Preserving Learning Using Gaussian Processes and Variational Integrators

Jan Brüdigam, Martin Schuck, Alexandre Capone +2

Gaussian process regression is increasingly applied for learning unknown dynamical systems. In particular, the implicit quantification of the uncertainty of the learned model makes…