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Welcome! I am a mathematical physicist working in the area of Quantum Field Theory, General Relativity and Quantum Gravity as well as Artificial Intelligence and Machine Learning. Currently, I am a Lamarr Fellow at the University of Bonn in the group of Prof Flek at the intersection of Machine Learning and Physics. During the period 2023–2026, I was a postdoctoral fellow at the MPIM Bonn. Previously, in the spring of 2023, I was a Riemann Fellow in the group of Prof Giulini. In 2022, I finished my doctoral studies at HU Berlin in the group of Prof Kreimer in cooperation with the IMPRS for Mathematical and Physical Aspects of Gravitation, Cosmology and Quantum Field Theory of the MPI-AEI Potsdam and support by the University of Potsdam via the group of Prof Paycha. Originally, I am from Konstanz am Bodensee.

Find my entry in the Mathematics Genealogy Project here.

Research interests

Mathematical Physics:

• Renormalization in Quantum Field Theory (Connes–Kreimer Framework)
• Quantization of Gauge Theories and Gravity (BV-BRST Formalism)
• Algebraic Quantum Field Theory (Extension of Distributions via Epstein–Glaser Renormalization)
• Structure of Asymptotically Flat Spacetimes (Penrose Compactifications, BMS & NU Groups)
• Group Contractions (Lie Theory, Inönü–Wigner Construction)

Mathematical Foundations of Machine Learning:

• Geometric Deep Learning
• LLM Reasoning
• Statistical Mechanics of Learning

You can find my articles here:

• ArXiv
• iNSPIRE
• ORCiD

Furthermore, you can view some of my recent talks here:

• Interdisciplinary junior scientist workshop: Mathematical General Relativity
• Erwin Schrödinger Institute Vienna, AT
• University of Potsdam, DE