Multilevel Sequential${}^2$ Monte Carlo for Bayesian Inverse Problems

Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

The identification of parameters in mathematical models using noisy observations is a common task in uncertainty quantification. We employ the framework of Bayesian inversion: we c…