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FSD Science Coordination Meeting / KoM AI&ML projects

→ Europe/Berlin
Description

Following the endorsement by the General Assembly of the 15 AI&ML projects, we are eager to kick off these activities with the FSD Science Coordination Meeting. 

  • The objectives of the meeting are: 
  • To provide an overview of the endorsed projects to the broader community; 
  • To identify the “home” Work Package (WP) for each project; 
  • To establish a communication platform among AI&ML projects implemented in different WPs through the creation of an additional Thrust; 
  • To clarify the roles and responsibilities of the various individuals and bodies involved (PIs, WP PLs, E-TASC SB, PMU). 

In practical terms, we expect a brief presentation from each PI (5 minutes) followed by short discussions.

ZOOM: https://us02web.zoom.us/j/88220481379?pwd=RGRiYzQ2UmRPYmNwdU5LM3hoeC9hQT09 

    • 09:00 → 09:10
      INTRODUCTION 10m

      Objectives of the meeting

      Speaker: Dr Denis Kalupin (EUROfusion PMU)
    • 09:10 → 10:10
      PrIO - hosted projects
      Convener: Xavier Litaudon
      • 09:10
        CEA-03 10m

        Towards Tokamak operations Conversational AI Interface Using Multimodal Large Language Models

        Speaker: Feda Almuhisen
        Kick-off- PRIO-IA-CEA_21_5_meeting.pdf
      • 09:20
        DIFFER-01 10m

        Machine learning accelerated SOL simulations: SOLPS-NN

        Speaker: Dr Sven Wiesen (DIFFER)
        PMU_mtg_21may2024.pptx
      • 09:30
        EPFL-01 10m

        AI-assisted Plasma State Monitoring for Control and Disruption-free Operations in Tokamaks

        Speaker: Alessandro Pau (EPFL)
        EUROfusion FSD meeting.pdf
      • 09:40
        LPP-ERM-KMS-01 10m

        Identification and confinement scaling of hybrid scenarios across multiple devices

        Speaker: Prof. Geert Verdoolaege (Ghent University)
        Verdoolaege_FSD_KoM_21_05_24.pdf
      • 09:50
        VTT-03 10m

        Machine learning accelerated pedestal MHD stability simulations

        Speaker: Aaro Järvinen (VTT)
        PEDMHD_FSD_KOM_AI.pdf
      • 10:00
        VTT-02 10m

        Applying AI/ML for NBI ionization and slowing-down simulations using ASCOT/BBNBI

        Speaker: Antti Snicker (VTT (FinnFusion))
        ASCOT_AIML_Snicker.pdf
    • 10:10 → 10:30
      PWIE - hosted projects
      Convener: Sebastijan Brezinsek (FZJ)
      • 10:10
        CEA-02 10m

        AI-augmented SOL modelling for capturing impact of filaments on transport and PWI in mean field codes simulations.

        Speaker: David Zarzoso
        Zarzoso_2024.pdf
      • 10:20
        IPPLM-05 10m

        LIBS data-processing with Deep Neural Networks and Convolutional Neural Networks for chemical composition quantification in the wall of the next step-fusion reactors

        Speaker: Pawel Gasior (IPPLM)
        IPPLM_AIML_KOM_2024.pdf
    • 10:30 → 11:00
      TE - hosted projects
      Convener: Marco Wischmeier (IPP Garching)
    • 11:00 → 11:30
      W7X - hosted projects
      Convener: Marcin Jakubowski (IPP)
      • 11:00
        CIEMAT-03 10m

        Testing cutting-edge AI research to increase pattern recognition and image classification in nuclear fusion databases

        Speaker: Augusto Pereira
        Kickoff meeting - v1.pdf
      • 11:10
        DTU-01 10m

        Surrogate modelling of ray-tracing and radiation transport code for faster real-time plasma profile inference in a magnetic confinement device

        Speaker: Jan-Matthias Braun (DTU)
        Braun_-_Surrogate_modelling_for_faster_plasma_profile_inference.pdf
      • 11:20
        EK-CER-01 10m

        Fast inference methods of advanced diagnostics for real-time control

        Speaker: Gergo Pokol (Wigner RCP)
    • 11:30 → 12:05
      DISCUSSIONS
      Convener: Volker Naulin (EUROfusion)
    • 12:05 → 12:20
      Coordination of AI&ML knowledge development (THRUST#6) 15m
      Speaker: Frank Jenko
    • 12:20 → 12:30
      Wrapping Up and closure of the meeting 10m
      Speaker: Dr Denis Kalupin (EUROfusion PMU)
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