Probabilistic ODE Solutions in Millions of Dimensions

Nicholas Krämer, Nathanael Bosch, Jonathan Schmidt, Philipp Hennig

Abstract: Probabilistic solvers for ordinary differential equations (ODEs) have emerged as an efficient framework for uncertainty quantification and inference on dynamical systems. In this work, we explain t...