Research
approach spanning optimization techniques, machine learning methodologies, and data-driven engineering sciences. Hybrid Modeling for Data-enhanced Multiobjective Optimization of Multibody Systems Collaboration [...] flexible and adaptive data-enhanced framework for the multicriteria design of complex multibody systems. The central components are the online collection of data from various sources, the data-driven and hybrid [...] Research topics Data-driven modeling and control of dynamical systems In this area, we focus on understanding, predicting, and controlling systems that evolve over time by leveraging data rather than relying …