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

Contribution List

21. Welcome to IFPU Focus Program

Piero Ullio

03/04/2023, 10:00

1. Machine Learning applications in Gravitational Wave research

Elena Cuoco

03/04/2023, 10:15

2. Time dependent data analysis (and possible applications on astrophysical data)

Efstratios Gavves

03/04/2023, 11:15

4. Accelereting gravitational waveform generation with machine learning

Matteo Breschi

03/04/2023, 13:45

3. Discussion on GWs and ML technique (lead: Enrico Barausse and Roberto Trotta)

03/04/2023, 14:00

6. N-body simulations, focusing on small scale clustering of dark matter and open problems

Giulia Despali

04/04/2023, 10:00

7. Graph Networks and Transformers

Savannah J. Thais

04/04/2023, 11:00

8. Discussion on Graph Networks/Transformers and science applications (lead: Roberto Ruiz Astro)

04/04/2023, 14:00

9. Discussion on large language models in astro/hep (lead: Sascha Caron)

04/04/2023, 15:30

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. Computer vision: Robust semantic segmentation with limited supervision

Christos Sakaridis

05/04/2023, 11:00

22. Gamma ray Galactic center excess: point sources vs. extended emission

Florian List

05/04/2023, 13:45

13. Computer vision and point source detection in optical data

Fiorenzo Stoppa

05/04/2023, 14:00

14. Computer vision and point source detection in gamma-ray data

Suvo Bhattacharyya

05/04/2023, 14:15

12. Discussion on small scale distribution of DM and point sources + computer vision (lead: Matteo Viel and Gabrijela Zaharijas)

05/04/2023, 14:30

15. NRE for astrophysics and cosmology

Christoph Weniger

06/04/2023, 10:00

20. NRE for cosmology

Kosio Karchev

06/04/2023, 11:00

16. Discussion: science applications of SWIFT

06/04/2023, 11:30

17. Discussion: graphs and transformers in astro (lead: Sascha Caron)

06/04/2023, 14:00

18. Machine Learning applications to Astrophysics and Cosmology

Shirley Ho

06/04/2023, 15:00

19. Wrap up - outcome of the meeting (future collaborations, brainstorming, ML in astro in EU)

07/04/2023, 10:00

5. Contributing talk