Ramon Winterhalder
Ramon Winterhalder

Assistant Professor

My Research

I am an Assistant Professor in the Physics Department at the University of Milan. My research lies at the intersection of particle physics and machine learning. I aim to advance data-driven techniques in high-energy physics and to enhance traditional simulation methods using (generative) neural networks. My interests also include simulation-based inference, which crucially depends on first-principles simulations and precision theoretical calculations. For instance, I am interested in:

  • Generative models
  • Explainable and interpretable AI
  • Simulation-based inference
  • Monte Carlo generators
  • Higher-order calculations
  • PDF fits

Please reach out if you are interested to collaborate!

Contact

Physics Department
Università degli Studi di Milano
Via Celoria 16
20133 Milan
Italy

ramon.winterhalder@unimi.it