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FSD Science Coordination Meeting / KoM AI&ML projects

21 May 2024
Europe/Berlin timezone

Contribution List

17 out of 17 displayed
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  1. 1. INTRODUCTION
    Dr Denis Kalupin (EUROfusion PMU)
    21/05/2024, 09:00

    Objectives of the meeting

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  2. 22. CEA-03
    Feda Almuhisen
    21/05/2024, 09:10

    Towards Tokamak operations Conversational AI Interface Using Multimodal Large Language Models

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  3. 18. DIFFER-01
    Dr Sven Wiesen (DIFFER)
    21/05/2024, 09:20

    Machine learning accelerated SOL simulations: SOLPS-NN

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  4. 19. EPFL-01
    Alessandro Pau (EPFL)
    21/05/2024, 09:30

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

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  5. 20. LPP-ERM-KMS-01
    Prof. Geert Verdoolaege (Ghent University)
    21/05/2024, 09:40

    Identification and confinement scaling of hybrid scenarios across multiple devices

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  6. 21. VTT-03
    Aaro Järvinen (VTT)
    21/05/2024, 09:50

    Machine learning accelerated pedestal MHD stability simulations

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  7. 12. VTT-02
    Antti Snicker (VTT (FinnFusion))
    21/05/2024, 10:00

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

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  8. 6. CEA-02
    David Zarzoso
    21/05/2024, 10:10

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

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  9. 7. IPPLM-05
    Pawel Gasior (IPPLM)
    21/05/2024, 10:20

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

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  10. 5. ENEA-03
    Riccardo Rossi (ENEA)
    21/05/2024, 10:30

    AI-assisted Causality Detection and Modelling of Plasma Instabilities for Tokamak Disruption Prediction and Control

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  11. 13. ENEA-04
    Michela Gelfusa (ENEA)
    21/05/2024, 10:40

    Development of Physics Informed Neural Networks (PINNs) for Modelling and Prediction of Data in the Form of Time Series

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  12. 14. IST-01
    Jose Vicente (Instituto Superior Técnico (IST))
    21/05/2024, 10:50

    Deep Learning for Spectrogram Analysis of Reflectometry Data

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  13. 15. CIEMAT-03
    Augusto Pereira
    21/05/2024, 11:00

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

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  14. 16. DTU-01
    Jan-Matthias Braun (DTU)
    21/05/2024, 11:10

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

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  15. 11. EK-CER-01
    Gergo Pokol (Wigner RCP)
    21/05/2024, 11:20

    Fast inference methods of advanced diagnostics for real-time control

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  16. 2. Coordination of AI&ML knowledge development (THRUST#6)
    Frank Jenko
    21/05/2024, 12:05
  17. 3. Wrapping Up and closure of the meeting
    Dr Denis Kalupin (EUROfusion PMU)
    21/05/2024, 12:20

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