Projects

Shown are all currently funded projects. A list of completed projects (since 2008) can be found here .

 Leibniz Competition
Machine Learning for Simulation Intelligence in Composite Process DesignMachine Learning for Simulation Intelligence in Composite Process Design (>> more)
Project Head: M. Hintermüller, C. Scheffler (IPF Dresden)
January 1, 2022 - December 31, 2024
Marie Curie Actions: Innovative Training Networks (ITN)Marie Curie Actions: Innovative Training Networks (ITN)
Optimal Shape Design of Air Ducts in Combustion EnginesOptimal Shape Design of Air Ducts in Combustion Engines (>> more)
Project Head: M. Hintermüller, K. Knall (Math.Tec)
April 16, 2018 - August 31, 2022
The Berlin Mathematics Research Center MATH+The Berlin Mathematics Research Center MATH+
 Decision-making for energy network dynamics (>> more)
Project Head: M. Hintermüller, F. Hante (HU Berlin), S. Pokutta (ZIB / TU Berlin)
June 1, 2021 - May 31, 2024
 Robust multilevel training for artificial neural networks (>> more)
Project Head: M. Hintermüller, K. Papafitsoros, Carsten Graeser (FU)
April 1, 2022 - March 31, 2025
 Data-driven robust model predictive control under distribution shift (>> more)
Project Head: M. Hintermüller, J. Zhu
January 1, 2022 - December 31, 2023
 Integrated learning and variational methods for quantitative dynamic imaging (>> more)
Project Head: M. Hintermüller, C. Kolbitsch (PTB), T. Schäffter (PTB / TU Berlin)
January 1, 2022 - December 31, 2023
 Direct reconstruction of biophysical parameters using dictionary learning and robust regularization (>> more)
Project Head: M. Hintermüller, T. Schäffter (PTB / TU Berlin)
January 1, 2019 - September 30, 2022
SPP 1962: Non-smooth and Complementarity-based Distributed Parameter Systems: Simulation and Hierarchical OptimizationSPP 1962: Non-smooth and Complementarity-based Distributed Parameter Systems: Simulation and Hierarchical Optimization
 Coordination Funds (>> more)
Project Head: M. Hintermüller
April 1, 2020 - March 31, 2023
 A non-smooth phase-field approach to shape optimization with instationary fluid flow (>> more)
Project Head: M. Hintermüller, M. Hinze (Uni Hamburg)
January 1, 2022 - December 31, 2024
 Constrained mean field games: Analysis and algorithms (>> more)
Project Head: M. Hintermüller, T. Surowiec (U Marburg)
October 26, 2020 - October 25, 2023
 A unified approach to optimal uncertainty quantification and risk-averse optimization with quasi-variational inequality constraints (>> more)
Project Head: M. Hintermüller
April 1, 2020 - March 31, 2023