Tobias GOLLING

Tobias Golling is a Professor at the University of Geneva, Department of Nuclear and Particle Physics, actively involved in the ATLAS experiment at CERN. His research spans high-energy physics, machine learning applications in particle physics, and neutrino reconstruction techniques.

• Role: Academic leader in ATLAS collaboration
• Location: Office AEM 025

Research Interests

• Developing diffusion models and normalizing flows for particle cloud generation
• Advancing anomaly detection in jet physics through machine learning
• Applying graph neural networks to topological reconstruction of particle processes

Article Trends show a focus on integrating maximum likelihood estimation, optimal transport, and conditional flows into high-energy physics simulations. Key domains include neutrino reconstruction, event generation, and ML-driven detector optimization.

Supervision includes doctoral student Bálint MÁTÉ. Collaborations frequently involve Prof. Voloshynovskiy and the ATLAS collaboration.