Michael Stumpf

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

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 the dynamics, aims to reconstruct the "most likely" evolution of the system compatible with the data. Most existing liter…