Model reduction and uncertainty quantification of multiscale diffusions with parameter uncertainties using nonlinear expectations

Hafida Bouanani, Carsten Hartmann, Omar Kebiri

In this paper we study model reduction of linear and bilinear quadratic stochastic control problems with parameter uncertainties. Specifically, we consider slow-fast systems with u…