Sebastian Peitz

Sebastian Peitz is Professor of Safe Autonomous Systems at TU Dortmund University's Department of Computer Science since October 2024. His educational background includes a PhD in Mathematics from Paderborn University (2017), an MSc in Mechanical Engineering from RWTH Aachen (2013), and a BSc in Mechanical Engineering from RWTH Aachen (2011).

His research focuses on physics-informed machine learning, data-driven modeling and control of complex systems, and multi-criteria optimization. These areas integrate computational mathematics with engineering applications to develop robust autonomous systems.

Prof. Peitz's recent publications demonstrate strong emphasis on Koopman operator theory, reinforcement learning for PDE control, multi-objective optimization, and surrogate modeling. The computational methods span fluid dynamics, quantum systems, and mechanical design, frequently utilizing equivariant architectures and kernel techniques.