Ramon Winterhalder
Last modified by Judith Steinfeld on 2025/03/26 12:23
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Ramon Winterhalder
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Ramon Winterhalder
Tif Lab
Università degli Studi di Milano- A link to the group's homepage.
- https://www.rpwinterhalder.com/
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I am a postdoctoral researcher at Tif Lab at the University of Milan. I work at the intersection of particle physics and machine learning. My research aims to fully establish data-driven techniques in high-energy physics and to enhance standard simulation methods with (generative) neural networks. Additionally, my interests extend to simulation-based inference, which is crucially dependent on first-principle simulations provided by theory, as well as precision calculations.
Research interests
- Generative models like GANs, normalizing flows, diffusion models and other novel architectures
- Monte-Carlo integration and event generation
- Simulation-based inference
- NLO calculations and loop integrals
- Anomaly detection
- ML for cosmology and multi-messenger astronomy
- Select the applicable.
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