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MUCCA - A 4 year saga summary

28–30 May 2025
Faculty of Physics, Sofia University
Europe/Sofia timezone

Contribution List

18 / 18
11. MUCCA project: towards completion
Stefano Giagu (Sapienza Università di Roma and INFN Roma (IT))
28/05/2025, 16:00
12. Discussion
28/05/2025, 17:00
13. MUCCA summary paper preparation
Simone Scardapane (Sapienza University of Rome)
28/05/2025, 17:30
14. Paper discussion
28/05/2025, 18:30
1. WP 1 report: explainable AI in High Energy Physics data analysis
Monica D'Onofrio (University of Liverpool (GB))
29/05/2025, 09:00
2. WP 2 report: explainable AI in calorimeter reconstruction
Kalina Dimitrova (University of Sofia - St. Kliment Ohridski (BG))
29/05/2025, 09:30
3. WP 3 report: explainable AI in real-time HEP applications
Stefano Giagu (Sapienza Università di Roma and INFN Roma (IT))
29/05/2025, 10:00
7. WP 4 report: explainable AI in medical imaging
Cecilia Voena (Sapienza Universita e INFN, Roma I (IT))
29/05/2025, 11:00
8. WP 5 report: Descriptors for xAI algorithms to characterize the fluid dynamics in presence of interfaces.
Corneliu Balan
29/05/2025, 11:30
17. WP 5: Diagnosing lungs
Simone Melchionnna
29/05/2025, 12:00
9. WP 6 report: explainable AI to improve analysis and modelling in neuroscience
29/05/2025, 12:30
15. Applications of ML methods for calorimeter data reconstruction
Ruslan Nastaev
29/05/2025, 14:00
16. Beam parameters from incomplete data: measuring profiles with pixel detectors
Svetoslav Ivanov (SOFIA UNIVERSITY ST. KLIMENT OHRIDSKI), Simeon Ivanov
29/05/2025, 14:30
18. Understanding combustion through ML
Peicho Petkov (University of Sofia - St. Kliment Ohridski (BG))
29/05/2025, 15:00
10. Open discussion, including colleagues applying ML methods at Faculty of Physics, Sofia University
29/05/2025, 16:00
4. WP 4 report: explainable AI in medical imaging
5. WP 5 report: explainable AI in the diagnosis of pulmonary, tracheal and nasal airways
6. WP 5 report: explainable AI to improve analysis and modelling in neuroscience
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