1st AI-INFN Advanced Hackathon

Session

Future directions

developments

28 Nov 2024, 09:00

Classroom P2B (University of Padua, Complesso Paolotti)

14. Machine Learning for Future Colliders

Dr Riccardo Torre (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 09:00

16. Applications of machine learning in the event reconstruction of Imaging Atmospheric Cherenkov Telescopes

Ilaria Viale (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 09:40

Very-high-energy gamma rays play a crucial role in the investigation of a wide range of extreme phenomena occurring in the environment of galactic and extragalactic sources, as well as in studying Dark Matter or the Lorentz invariance. They can be detected by Imaging Atmospheric Cherenkov Telescopes (IACT) at energies in the GeV-TeV range. These instruments observe the Cherenkov light produced...

15. What’s happening in EU? A gentle introduction to the AI Act

Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 10:20

30. An introduction to MLOps

Luca Clissa (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 10:40

32. Experiment Tracking: Hands on

Luca Clissa (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 11:20

17. Advanced features of the AI_INFN Platform and presentation of the afternoon activity

Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 12:05

21. Customizing the software environment with conda and apptainer

Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 14:30

23. Final remarks and closure

Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

28/11/2024, 15:30

22. Bayesian optimization with optuna

Matteo Barbetti (INFN CNAF)

24. Hands-on AI_INFN Platform