Probabilistic Retrofitting of Learned Simulators

Cristiana Diaconu, Miles Cranmer, Richard E. Turner +2

Dominant approaches for modelling Partial Differential Equations (PDEs) rely on deterministic predictions, yet many physical systems of interest are inherently chaotic and uncertai…