Name: MUCCA - A 4 year saga summary
Start: 2025-05-28T09:00:00+03:00
End: 2025-05-30T13:00:00+03:00
Location: Faculty of Physics, Sofia University

MUCCA - A 4 year saga summary

from Wednesday 28 May 2025 (09:00) to Friday 30 May 2025 (13:00)

Monday 26 May 2025
Tuesday 27 May 2025
Wednesday 28 May 2025

14:00

14:00 - 15:30
Room: TBD

15:30

15:30 - 16:00
Room: TBD
16:00
16:00 - 17:30
Room: TBD
Contributions

16:00 MUCCA project: towards completion - Stefano Giagu (Sapienza Università di Roma and INFN Roma (IT))

17:00 Discussion
17:30
17:30 - 19:00
Room: TBD
Contributions

17:30 MUCCA summary paper preparation - Simone Scardapane (Sapienza University of Rome)

18:30 Paper discussion
Thursday 29 May 2025
09:00
09:00 - 10:30
Room: TBD
Contributions

09:00 WP 1 report: explainable AI in High Energy Physics data analysis - Monica D'Onofrio (University of Liverpool (GB))

09:30 WP 2 report: explainable AI in calorimeter reconstruction - Kalina Dimitrova (University of Sofia - St. Kliment Ohridski (BG))

10:00 WP 3 report: explainable AI in real-time HEP applications - Stefano Giagu (Sapienza Università di Roma and INFN Roma (IT))
10:30

10:30 - 11:00
Room: TBD
11:00
11:00 - 13:00
Room: TBD
Contributions

11:00 WP 4 report: explainable AI in medical imaging - Cecilia Voena (Sapienza Universita e INFN, Roma I (IT))

11:30 WP 5 report: Descriptors for xAI algorithms to characterize the fluid dynamics in presence of interfaces. - Corneliu Balan

12:00 WP 5: Diagnosing lungs - Simone Melchionnna

12:30 WP 6 report: explainable AI to improve analysis and modelling in neuroscience
13:00 Lunch
Lunch
13:00 - 14:00
Room: TBD
14:00
14:00 - 15:30
Room: TBD
Contributions

14:00 Applications of ML methods for calorimeter data reconstruction - Ruslan Nastaev

14:30 Beam parameters from incomplete data: measuring profiles with pixel detectors - Svetoslav Ivanov (SOFIA UNIVERSITY ST. KLIMENT OHRIDSKI) Simeon Ivanov

15:00 Understanding combustion through ML - Peicho Petkov (University of Sofia - St. Kliment Ohridski (BG))
15:30

15:30 - 16:00
Room: TBD
16:00
16:00 - 17:30
Room: TBD
Contributions

16:00 Open discussion, including colleagues applying ML methods at Faculty of Physics, Sofia University
19:30

19:30 - 21:30
Friday 30 May 2025

09:00

09:00 - 10:30
Room: TBD

10:30

10:30 - 11:00
Room: TBD

11:00

11:00 - 12:30
Room: TBD

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