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Glühwein Workshop 2025 @RWTH

15–17 Dec 2025
Erholungsgesellschaft Aachen
Europe/Berlin timezone

Contribution List

27 out of 27 displayed
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  1. 3. Welcome
    Michael Kramer
    15/12/2025, 09:00
  2. 9. PanShower: One model for all calorimeter showers
    Thorsten Buss
    15/12/2025, 09:10
    Detector Simulation
    Presentations
  3. 12. OmniJet-Alpha Calorimeter Showers
    Henning Rose (Uni Hamburg)
    15/12/2025, 09:45
    Detector Simulation
    Presentations
  4. 8. Cross-Geometry Fast Electromagnetic Shower Simulation
    Lorenzo Valente (University of Hamburg)
    15/12/2025, 10:50
    Detector Simulation
    Presentations
  5. 10. A fast sim Christmas carol, in prose
    Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
    15/12/2025, 11:25
    Detector Simulation
    Presentations
  6. 11. Machine Learned Muon Detector Showers
    Ayse Asu Guvenli (Yildiz Technical University (TR))
    15/12/2025, 12:00
    Detector Simulation
    Presentations
  7. 29. What exactly did the transformer learn from our physics data?
    Martin Erdmann (Rheinisch Westfaelische Tech. Hoch. (DE))
    15/12/2025, 13:40
  8. 13. GNN-based end-to-end reconstruction in highly granular calorimeters
    Katharina Schäuble
    15/12/2025, 14:00
    Detector Simulation
    Presentations
  9. 20. The Physics Behind ML-based Quark-Gluon Taggers
    Sophia Vent
    15/12/2025, 14:35
  10. 16. ATLAS Open Data: A Benchmark for FMs in HEP?
    Chris Scheulen
    15/12/2025, 15:40
    Foundation Models
    Presentations
  11. 14. The limits of ML methods in HEP
    Dr Humberto Reyes-González (RWTH Aachen)
    15/12/2025, 16:15
    Foundation Models
    Presentations
  12. 15. Repurposing Large Language Models for Cosmology
    Daniel Schiller (Institute for Theoretical Physics, Heidelberg University)
    15/12/2025, 16:50
    Foundation Models
    Presentations
  13. 24. Simulation-Prior Independent Neural Unfolding Procedure
    Theo Heimel (UCLouvain)
    16/12/2025, 09:00
    Unfolding
    Presentations
  14. 21. Generative unfolding of jets and their substructure
    Antoine Petitjean (Heidelberg University)
    16/12/2025, 09:35
    Unfolding
    Presentations
  15. 22. Unbinning global LHC analyses - Simulation Based Inference for the Higgs-gauge sector
    Nikita Schmal (Universität Heidelberg)
    16/12/2025, 10:40
    Unfolding
    Presentations
  16. 25. OmniFold: Unbinned, High-Dimensional Precision Measurements through Modern Machine Learning
    Jingjing Pan (KIT - Karlsruhe Institute of Technology (DE))
    16/12/2025, 11:15
    Unfolding
    Presentations
  17. 23. Inferring fragmentation functions from data with iHOMER
    Ayodele Ore
    16/12/2025, 11:50
    Unfolding
    Presentations
  18. 4. CMS anomaly detection results
    Aritra Bal (KIT - Karlsruhe Institute of Technology (DE))
    16/12/2025, 14:00
    Anomaly Detection
    Presentations
  19. 26. Significance metrics for anomaly detection
    Tore von Schwarz
    16/12/2025, 14:35
  20. 6. How to pick the best anomaly detector?
    Marie Hein (RWTH Aachen University)
    16/12/2025, 15:40
    Anomaly Detection
    Presentations
  21. 27. Broadening the Sensitivity of Anomaly Detection
    Lukas Lang
    16/12/2025, 16:15
  22. 7. Anomaly detection for multijet resonances
    Chitrakshee Yede
    17/12/2025, 09:00
    Anomaly Detection
    Presentations
  23. 5. Anomaly detection for long-lived particles
    Jovin Drews (Hamburg University (DE))
    17/12/2025, 09:35
    Anomaly Detection
    Presentations
  24. 17. Autonomus AI Agents for Particle Physics
    Tim Lukas
    17/12/2025, 10:40
  25. 19. Quantum Machine Learning for the LHC
    Aritra Bal (KIT - Karlsruhe Institute of Technology (DE))
    17/12/2025, 11:15
  26. 18. Amplitude Surrogates for Multi-Jet Processes
    Luca Beccatini
    17/12/2025, 11:50
  27. 28. CaloHadronic: a diffusion model for the generation of hadronic showers
    Martina Mozzanica (university of hamburg)