Workshop on Machine Learning and High-Energy Physics

Session

Morning Session

13 Dec 2023, 09:15

Seminar room 1 + 2 (Campus Akademie)

3. Artificial Proto-Modelling: Building Precursors of a Next Standard Model from Simplified Model Results

Wolfgang Waltenberger (Austrian Academy of Sciences (AT))

13/12/2023, 09:15

4. Optimal operation of cryogenic calorimeters through deep reinforcement learning

Felix Wagner (HEPHY Vienna), Felix Wagner (Vienna University of Technology)

13/12/2023, 10:30

5. Machine learning for modern radio surveys

Lara Alegre (Heildelberg University)

13/12/2023, 11:15

10. Tree boosting for learning EFT parameters

Dennis Schwarz (Austrian Academy of Sciences (AT))

14/12/2023, 09:15

11. Generative Modelling of Calorimeter Showers and Particle Jets

Thorsten Lars Henrik Buss (Universität Hamburg)

14/12/2023, 10:30

12. ML applications in searches for long-lived particles at CMS

Lisa Benato (Hamburg University (DE))

14/12/2023, 11:15

17. High Multiplicity with JetGPT - LHC Event Generation with Autoregressive Transformers

Jonas Simon Spinner

15/12/2023, 09:00

15. (Direct) Diffusion for LHC Event Generation

Sofia Palacios Schweitzer (ITP, University Heidelberg)

15/12/2023, 10:30

16. Precision-Machine Learning for the Matrix Element Method

Nathan Huetsch (Heidelberg University, ITP Heidelberg)

15/12/2023, 11:15