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

AI and Machine Learning in the AGATA community

1 Introduction to the workshop

Orateur: Joa Ljungvall (IPHC/IN2P3/CNRS)

2 Machine learning for basis generation

Orateur: Dr Luca Zago (ip2i Lyon)

3 Gamma-ray tracking using Machine Learning

Orateur: Amel KORICHI (CSNSM-IN2P3/CNRS)

4 AGATA PSA basis with AGATAGeFEM

Orateur: Joa Ljungvall (IPHC/IN2P3/CNRS)

10:20 Coffe break

Machine learning and AI outside of AGATA

5 Machine learning to analyse data from VAMOS

Orateur: Dr Antoine Lemasson (GANIL / CNRS)

6 PhysiCal-PET: Physics based Calibration of PET scanners

Orateur: Mojahed Abushawish (Universidad de Madrid)

7 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)

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

Orateur: Mlle Samantha Buck (Univeristy of Guelph)

Round table discussions

9 Machine learning and AI in AGATA - how to adapt IT infrastrucutre

Orateur: Olivier Stezowski (IP2I)

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

Orateur: Dr Emmanuel CLEMENT (GANIL)