Postdoctoral Researcher at the Weierstrass Institute and Deputy Head of Nonsmooth Variational Problems and Operator Equations research group
The focus of my research is in stochastic optimization and algorithms over possibly infinite-dimensional spaces.
Stochastic optimization
- Problems formulated over function or shape spaces with uncertainties
- Nonsmooth problems and regularization techniques
- Stochastic generalized Nash equilibrium problems
- Applications, including in energy and shape optimization, to problems constrained by partial differential equations
Algorithms
- Projected and proximal stochastic gradient methods
- Convergence theory
- Numerical error associated with discretization
New publication: PDE-constrained shape optimization: towards product shape spaces and stochastic models [2. December 2022]
Open PhD position (MATH+ Project AA4-13) [24. October 2022]
Open PhD position (TRR 154 Project B02) [24. October 2022]