Generative AI for LHC Physics

I am thrilled to return to the Institute for Theoretical Physics at Heidelberg University to establish my own research group, generously funded by the Baden-Württemberg Stiftung. Our work will leverage generative AI to uncover new insights into particle physics.

I work at the intersection of machine learning (ML) and high-energy physics. My research includes generative ML and surrogate models for fast detector simulation, aiming to replace or accelerate computationally expensive simulations.

Institut für Theoretische Physik
Universität Heidelberg
Philosophenweg 12
69120 Heidelberg, Germany

• Email: diefenbacher@thphys.uni-heidelberg.de