Winterhalder Ramon Peter
Fixed-term Research Tenure Track
Scientific-Disciplinary Sector
PHYS-02/A - Theoretical Physics of Fundamental Interactions, Models, Mathematical Methods and Applications
Scientific-Disciplinary Group/Competition Sector
02/PHYS-02 - FISICA TEORICA DELLE INTERAZIONI FONDAMENTALI, MODELLI, METODI MATEMATICI E APPLICAZIONI
Research fields and competencies
Contacts
Workplace
University email address
Research
Publications
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BitHEP -- The Limits of Low-Precision ML in HEP / C. Krause, D. Wang, R. Winterhalder. - (2025 Apr 04).
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Differentiable MadNIS-Lite / T. Heimel, O. Mattelaer, T. Plehn, R. Winterhalder. - In: SCIPOST PHYSICS. - ISSN 2542-4653. - 18:1(2025), pp. 017.1-017.30. [10.21468/SciPostPhys.18.1.017]
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Accurate Surrogate Amplitudes with Calibrated Uncertainties / H. Bahl, N. Elmer, L. Favaro, M. Haußmann, T. Plehn, R. Winterhalder. - (2024 Dec 16).
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Machine learning and LHC event generation / A. Butter, T. Plehn, S. Schumann, S. Badger, S. Caron, K. Cranmer, F. Armando Di Bello, E. Dreyer, S. Forte, S. Ganguly, D. Gon??alves, E. Gross, T. Heimel, G. Heinrich, L. Heinrich, A. Held, S. H??che, J.N. Howard, P. Ilten, J. Isaacson, T. Jan??en, S. Jones, M. Kado, M. Kagan, G. Kasieczka, F. Kling, S. Kraml, C. Krause, F. Krauss, K. Kr??ninger, R. Kumar Barman, M. Luchmann, V. Magerya, D. Maitre, B. Malaescu, F. Maltoni, T. Martini, O. Mattelaer, B. Nachman, S. Pitz, J. Rojo, M. Schwartz, D. Shih, F. Siegert, R. Stegeman, B. Stienen, J. Thaler, R. Verheyen, D. Whiteson, R. Winterhalder, J. Zupan. - In: SCIPOST PHYSICS. - ISSN 2542-4653. - 14:4(2023), pp. 079.1-079.32. [10.21468/scipostphys.14.4.079]