GSI/FAIR AI Workshop

Tuesday, 29 October 2024 - 09:00
GSI Helmholtzzentrum für Schwerionenforschung GmbH (KBW Lecture Hall)

        : Sessions
    /     : Talks
        : Breaks
29 Oct 2024
AM
09:00 Welcome Introduction - Helena May Albers (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
09:10
Session - Shahab Sanjari (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) (until 10:30) (KBW Lecture Hall)
09:10 On the History and Present of Neural Networks - Thomas Stibor (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
09:30 EuCAIF - European Coalition for AI in Fundamental physics - Johan Messchendorp (GSI Helmholtzzentrum für Schwerionenforschung GmbH)   (KBW Lecture Hall)
09:45 An AI dose engine for fast carbon ion treatment planning - Ms Anastasiia Quarz (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI); TU Darmstadt)   (KBW Lecture Hall)
10:00 Range verification for a mixed Helium-Carbon Beam - Maximilian Dick (GSI & Technische Universität Darmstadt)   (KBW Lecture Hall)
10:15 Tumor motion prediction for real-time carbon ion dose calculation - Lennart Volz (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
10:30 --- Coffee break ---
11:00
Session - Thomas Neff (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) (until 12:00) (KBW Lecture Hall)
11:00 Machine Learning Algorithms for Pattern Recognition with the PANDA Barrel DIRC - Yannic Wolf (GSI, Darmstadt)   (KBW Lecture Hall)
11:15 Neural Network corrections for particle identification in ALICE - Jeremy Wilkinson (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
11:30 Development of ML algorithm for reaction layer determination in LISA array - Debajyoti Das (TU Darmstadt)   (KBW Lecture Hall)
11:45 Machine learning methods for mass and lifetime measurements of unstable isotopic and isomeric states in storage rings - Shahab Sanjari (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
PM
12:00 --- Lunch break ---
13:45
Session - Manuel Lorenz (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) (until 15:30) (KBW Lecture Hall)
13:45 IT infrastructure for AI at GSI/FAIR - Dr Dmytro Kresan (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
14:15 LLMs for Enhanced Code Review / Optimizing Compute Cluster Efficiency with Reinforcement Learning - Alexey Rybalchenko (GSI Darmstadt)   (KBW Lecture Hall)
14:30 Real-time calibrations for future detectors at FAIR & Neural Network Based Particle Identification for HADES - Valentin Kladov (Ruhr-Universität Bochum(RUB))   (KBW Lecture Hall)
14:45 Development of U-Net Architecture for Dilepton Ring Detection - Saket Kumar Sahu   (KBW Lecture Hall)
15:00 Reconstruction of Weak Decays using Machine Learning with HADES - Dr Simon Spies (Goethe-University Frankfurt)   (KBW Lecture Hall)
15:15 LISE quick safety setting simulation using & ML Machine learning assisted Super-FRS operation - Stephane Pietri (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
15:30 --- Coffee break ---
16:00
Session -Dr Ralph J. Steinhagen (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) (until 17:15) (KBW Lecture Hall)
16:00 ML and Bayesian Inference applications in heavy-ion physics - Dr Andrea Dubla (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
16:15 ARTIFACT: AI-Driven Optimization of Accelerator Systems - Ivan Knezevic (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
16:30 Machine learning and advanced accelerator optimisation at GSI/FAIR - Erika Kazantseva (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
16:45 Machine-Learning Applications at CRYRING@ESR – 
Experiences and Ideas - Ralf-Wolfgang Geithner (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
17:00 ML/AI in accelerator operation at COSY - Jan Henry Hetzel (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)
17:15 Wrap-up - Johan Messchendorp (GSI Helmholtzzentrum für Schwerionenforschung GmbH) Helena May Albers (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI)) Shahab Sanjari (GSI Helmholtzzentrum für Schwerionenforschung GmbH(GSI))   (KBW Lecture Hall)