Modelling and Controlling Dynamical Systems

Researcher

Thorben Markmann

Publications

• Thorben Markmann, Michiel Straat, Barbara Hammer (2024): Koopman-Based Surrogate Modelling of Turbulent Rayleigh-Bénard Convection Full Publication

Collaboration

Hans Harder

Research Theme

R2 Prosilience & Robustness

Tags

Robustness

The focus of my research project is investigating machine learning and reinforcement learning techniques for robust control and modeling of dynamic physical systems. These methods are evaluated on the Rayleigh-Benard Convection, a system from fluid dynamics that describes, for example, convective fluid motions in the atmosphere.