Learning non-equilibrium diffusions with Schrödinger bridges: from exactly solvable to simulation-free

Stephen Y. Zhang, Michael P H Stumpf

We consider the Schrödinger bridge problem which, given ensemble measurements of the initial and final configurations of a stochastic dynamical system and some prior knowledge on t…