MUCCA - A 4 year saga summary

from Wednesday 28 May 2025 (09:00) to Friday 30 May 2025 (13:00)
Faculty of Physics, Sofia University (TBD)

        : Sessions
    /     : Talks
        : Breaks
28 May 2025
29 May 2025
30 May 2025
AM
09:00
Morning session (until 10:30)
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
Coffee break (until 11:00)
11:00
Morning session (until 13:00)
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  
09:00
Morning session (until 10:30)
10:30
Coffee break (until 11:00)
11:00
Morning session (until 12:30)
PM
14:00
Arrival and registration (until 15:30)
15:30
Coffee break (until 16:00)
16:00
Afternoon session (until 17:30)
16:00 MUCCA project: towards completion - Stefano Giagu (Sapienza Università di Roma and INFN Roma (IT))  
17:00 Discussion  
17:30
Afternoon session (until 19:00)
17:30 MUCCA summary paper preparation - Simone Scardapane (Sapienza University of Rome)  
18:30 Paper discussion  
13:00 --- Lunch ---
14:00
Afternoon session (until 15:30)
14:00 Applications of ML methods for calorimeter data reconstruction - Ruslan Nastaev  
14:30 Beam parameters from incomplete data: measuring profiles with pixel detectors - Simeon Ivanov Svetoslav Ivanov (SOFIA UNIVERSITY ST. KLIMENT OHRIDSKI)  
15:00 Understanding combustion through ML - Peicho Petkov (University of Sofia - St. Kliment Ohridski (BG))  
15:30
Coffee break (until 16:00)
16:00
Afternoon session (until 17:30)
16:00 Open discussion, including colleagues applying ML methods at Faculty of Physics, Sofia University  
19:30
Social dinner (until 21:30)