Goal-oriented learning of stochastic differential equations using error bounds on path-space observables

Joanna Zou, Han Cheng Lie, Youssef Marzouk

Stochastic differential equations (SDEs), which serve as the governing equations for dynamical systems in a broad range of applications, can become cost-prohibitive for numerical s…