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Glühwein Workshop 2024 @ KIT

Dec 16 – 18, 2024
Europe/Berlin timezone

Contribution List

23 / 23
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
1. Guided tours
12/16/24, 4:20 PM

Option 1) GridKa
Option 2) KATRIN
Option 3) Forschungsreaktor 2
Each option has a capacity of 20 people. Details on meeting points, etc. during the introduction.
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)
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