About

Jan is a PhD student in the DSA department led by Professor Sebastian Vollmer. His research focuses on topics of scientific machine learning within the project Physics-informed Anomaly Detection.

Previously, he worked on explainable anomaly detection and reinforcement learning for driver modeling in motorsport.

Interests

• Applications of Machine Learning
• Data-driven Approaches to Industry Challenges
• Physics-informed Machine Learning
• Reinforcement Learning

Education

• MSc in Mathematics - RPTU Kaiserslautern (2022 - 2024)
• BSc in Mathematics - RPTU Kaiserslautern (2018 - 2022)