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Workshop : Machine learning enabled searches for new physics in astrophysical data

3–7 Apr 2023
IFPU Focus Week
Europe/Zurich timezone

Contribution List

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  1. 21. Welcome to IFPU Focus Program
    Piero Ullio
    03/04/2023, 10:00
  2. 1. Machine Learning applications in Gravitational Wave research
    Elena Cuoco
    03/04/2023, 10:15
  3. 2. Time dependent data analysis (and possible applications on astrophysical data)
    Efstratios Gavves
    03/04/2023, 11:15
  4. 4. Accelereting gravitational waveform generation with machine learning
    Matteo Breschi
    03/04/2023, 13:45
  5. 3. Discussion on GWs and ML technique (lead: Enrico Barausse and Roberto Trotta)
    03/04/2023, 14:00
  6. 6. N-body simulations, focusing on small scale clustering of dark matter and open problems
    Giulia Despali
    04/04/2023, 10:00
  7. 7. Graph Networks and Transformers
    Savannah J. Thais
    04/04/2023, 11:00
  8. 8. Discussion on Graph Networks/Transformers and science applications (lead: Roberto Ruiz Astro)
    04/04/2023, 14:00
  9. 9. Discussion on large language models in astro/hep (lead: Sascha Caron)
    04/04/2023, 15:30
  10. 10. Vera Rubin data and ways to test the small scale clustering of dark matter
    Sebastian Matthias Wagner-Carena
    05/04/2023, 10:00
  11. 11. Computer vision: Robust semantic segmentation with limited supervision
    Christos Sakaridis
    05/04/2023, 11:00
  12. 22. Gamma ray Galactic center excess: point sources vs. extended emission
    Florian List
    05/04/2023, 13:45
  13. 13. Computer vision and point source detection in optical data
    Fiorenzo Stoppa
    05/04/2023, 14:00
  14. 14. Computer vision and point source detection in gamma-ray data
    Suvo Bhattacharyya
    05/04/2023, 14:15
  15. 12. Discussion on small scale distribution of DM and point sources + computer vision (lead: Matteo Viel and Gabrijela Zaharijas)
    05/04/2023, 14:30
  16. 15. NRE for astrophysics and cosmology
    Christoph Weniger
    06/04/2023, 10:00
  17. 20. NRE for cosmology
    Kosio Karchev
    06/04/2023, 11:00
  18. 16. Discussion: science applications of SWIFT
    06/04/2023, 11:30
  19. 17. Discussion: graphs and transformers in astro (lead: Sascha Caron)
    06/04/2023, 14:00
  20. 18. Machine Learning applications to Astrophysics and Cosmology
    Shirley Ho
    06/04/2023, 15:00
  21. 19. Wrap up - outcome of the meeting (future collaborations, brainstorming, ML in astro in EU)
    07/04/2023, 10:00
  22. 5. Contributing talk