Glühwein Workshop 2024 @ KIT

Session

Presentations

Dec 16, 2024, 10:00 AM

7. Welcome

Markus Klute

12/16/24, 10:00 AM

8. Universal New Physics Latent Space

Tore von Schwartz (Uni Hamburg)

12/16/24, 10:20 AM

9. Anomaly detection with CMS

Chitrakshee Yede

12/16/24, 11:00 AM

4. Using machine learning to search for scalar lepton partners at the LHC

Patrick Stengel (Ljubljana)

12/16/24, 12:10 PM

5. AIDO: A Software Package for the Optimization of Continuous and Discrete Detectorparameters using Surrogate Models

Kylian Schmidt

12/16/24, 1:50 PM

6. ML-enhanced optimal detector design with mutual information

Kinga Anna Wozniak (Geneva)

12/16/24, 2:30 PM

23. The Landscape of Unfolding with Machine Learning

Nathan Huetsch (Heidelberg)

12/16/24, 3:10 PM

2. End-to-End Multi-Track Reconstruction using Graph Neural Networks at Belle II

Lea Reuter (Karlsruhe Institute of Technology (KIT))

12/17/24, 9:00 AM

https://arxiv.org/abs/2411.13596

3. Real-time clustering with GNNs - first operational experience

Isabel Haide (Karlsruher Institut für Technologie), Marc Neu

12/17/24, 9:40 AM

10. What theorists can teach experimentalists about calorimeter calibration

Lorenz Vogel (Heidelberg)

12/17/24, 10:50 AM

11. Generative Models for Detector Simulation

William Korcari (Uni Hamburg)

12/17/24, 11:30 AM

12. Calorimeter Simulation with Foundation Models

Henning Rose (Uni Hamburg)

12/17/24, 12:10 PM

13. The fundamental limit of jet tagging

Alexander Mück (Aachen)

12/17/24, 2:20 PM

2411.02628 [hep-ph]

14. How to Unfold Top Decays

Sofia Palacios-Schweizer (Heidelberg)

12/17/24, 3:00 PM

15. Applying 1-Bit Networks to High Energy Physics

Daohan Wang (HEPHY)

12/17/24, 4:20 PM

16. Accurate and robust methods for direct background estimation in resonant anomaly detection

Marie Hein (Heidelberg)

12/17/24, 5:00 PM

22. NN-Taylor Coefficient Analyse (TCA)

Lars Sowa (KIT)

12/18/24, 9:00 AM

21. Systematic-aware training

Artur Monsch (KIT)

12/18/24, 9:40 AM

17. Methods to Infer the Composition of Ultra-High Energy Cosmic Rays

Blaž Bortolato (Ljubljana)

12/18/24, 10:50 AM

19. Lorentz-Equivariant Geometric Algebra Transformers

Jonas Spinner

12/18/24, 11:30 AM

20. Farewell

Markus Klute

12/18/24, 12:10 PM

18. The Landscape of Unfolding with Machine Learning

Nathan Huetsch (Heidelberg)