Fenrir: Physics-Enhanced Regression for Initial Value Problems

Filip Tronarp, Nathanael Bosch, Philipp Hennig

Abstract: We show how probabilistic numerics can be used to convert an initial value problem into a Gauss–Markov process parametrised by the dynamics of the initial value problem. Consequently, the often dif...