Research
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 [...] Junior Research Group "Multicriteria Machine Learning—Efficiency, robustness, interactivity and system knowledge" Funded by the Federal Ministry of Education and Research (BMBF). In virtually all areas of [...] ensuring robustness of learned models, and balancing interpretability with accuracy remain active areas of research. Ultimately, this field represents an exciting intersection of mathematics, machine learning …