OASIS WS on Machine Learning and AI in the AGATA community

lundi 15 juin 2026, 09:00 → 14:10 Europe/Paris

A short meeting to make a snapshot of the work presently done and ideas for the future within the AGATA and OASIS communities. It will be held via webinaire

09:00 → 10:20 AI and Machine Learning in the AGATA community

09:00 Introduction to the workshop

Orateur: Joa Ljungvall (IPHC/IN2P3/CNRS)

09:20 Machine learning for basis generation

Orateur: Dr Luca Zago (ip2i Lyon)

09:40 Gamma-ray tracking using Machine Learning

Orateur: Amel KORICHI (CSNSM-IN2P3/CNRS)

10:00 AGATA PSA basis with AGATAGeFEM

Orateur: Joa Ljungvall (IPHC/IN2P3/CNRS)

10:20 → 10:30 Coffe break

10:30 → 11:50 Machine learning and AI outside of AGATA

10:30 Machine learning to analyse data from VAMOS

Orateur: Dr Antoine Lemasson (GANIL / CNRS)

10:50 PhysiCal-PET: Physics based Calibration of PET scanners

Orateur: Mojahed Abushawish (Universidad de Madrid)

11:10 Bayesian Optimization Applied to Radioactive Beam Transport for the AGATA-EXOTIC Campaign at LNL

Orateur: Davide Genna (Università degli Studi di Milano & INFN Sezione di Milano)

11:30 Level-Scheme Construction as a Constrained Inverse Problem: Probabilistic Structure Recovery from γ-Ray Observables

Orateur: Mlle Samantha Buck (Univeristy of Guelph)

11:50 → 12:50 Round table discussions

11:50 Machine learning and AI in AGATA - how to adapt IT infrastrucutre

Orateur: Olivier Stezowski (IP2I)

12:10 AI generated code in AGATA - how to mange it?

Orateur: Dr Emmanuel CLEMENT (GANIL)