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Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics

3–5 Sept 2025
IAS
Europe/Berlin timezone

Contribution List

17 out of 17 displayed
  1. 15. EuCAIF WG1 Discussions
    03/09/2025, 15:00
  2. 2. Intro and Welcome
    Lukas Heinrich (TUM)
    04/09/2025, 09:00
  3. 3. End-to-End ML for Neutrinos
    Kazuhiro Terao
    04/09/2025, 09:10
  4. 4. Foundation Models in HEP
    Anna Hallin
    04/09/2025, 10:10
  5. 17. The limits of ML methods in HEP
    Humberto Reyes
    04/09/2025, 11:20
  6. 6. Foundation Models in Astro/Cosmo
    Francois Lanusse
    04/09/2025, 13:15
  7. 7. Foundation Models in Nuclear Physics (remote)
    Yihui Ren
    04/09/2025, 14:15
  8. 10. Build Big Meets Build Smart To Explore The Universe
    Carol Cuesta
    04/09/2025, 15:20
  9. 18. Calibration of High-Dimensional Latent Representations
    Malte Algren
    04/09/2025, 15:45
  10. 5. Large Physics Models
    Sascha Caron
    04/09/2025, 16:20
  11. 8. Transformers and Symmetries
    Jonas Spinner
    05/09/2025, 09:00
  12. 9. SBI in Gravitational Waves
    Annalena Kofler
    05/09/2025, 09:35
  13. 11. What we actually want: The misspecified promise of FMs
    Micah Bowles
    05/09/2025, 10:30
  14. 16. Transfomers for SKA
    Ayodele Ore
    05/09/2025, 11:05
  15. 13. Closeout
    Lukas Heinrich (TUM)
    05/09/2025, 11:40
  16. 14. Informal Discussions
    05/09/2025, 14:00
  17. 12. Weight Morphologies in Neural Networks
    Steffen Rulands