Modelling pathwise uncertainty of Stochastic Differential Equations samplers via Probabilistic Numerics

Yvann Le Fay, Simo Särkkä, Adrien Corenflos

Probabilistic ordinary differential equation (ODE) solvers have been introduced over the past decade as uncertainty-aware numerical integrators. They typically proceed by assuming…