A Stochastic Gradient Method with Mesh Refinement for PDE Constrained Optimization under Uncertainty

Caroline Geiersbach, Winnifried Wollner

Models incorporating uncertain inputs, such as random forces or material parameters, have been of increasing interest in PDE-constrained optimization. In this paper, we focus on th…