Monsieur Valentin GORSE / PhD


Recherche en entreprise, R&D du secteur privé*Métiers d'accompagnement et de support à la recherche, à l'innovation et à la valorisation, au développement des Spin Off et Start-up innovantes*Entreprenariat des domaines innovants*

Jobs

Availability : 10 2025

Mobility : France

Research : OUI

PhD

Title : PHYSIQUE & SCIENCES DE LA MATIERE - Spécialité : OPTIQUE, PHOTONIQUE ET TRAITEMENT D'IMAGE

First registration date : 1 October 2022 / 3A

Doctoral school : Physique et Sciences de la Matière

Thesis defense date : 9 October 2025

Subject : Exploitation de connaissances a priori dans des réseaux neuronaux pour la surveillance de la scène thermique interne des machines de fusion : Développement sur le tokamak WEST

Thesis supervisor : MAROT Julien

Thesis co-supervisor : MITTEAU Raphael

Research unit : CEA Cadarache - IRFM

Master's degree

Title : Diplome d'ingenieur

October 2022 - Télécom SudParis - Evry

Publications

  • Decision Support for In-Operation Monitoring of the West Tokamak First Wall Using Multimodal Large Language Model (Llm) on Infrared Imaging
    Knowledge-Based System, 2025
    Valentin GORSE, Raphael Mitteau, Julien Marot
    https://dx.doi.org/10.2139/ssrn.5177592
  • Real-time monitoring system for detection and characterization of thermal events on WEST Tokamak: Implementation and first results
    Fusion Engineering and Design, 2025
    Valentin Gorse,Erwan Grelier, Victor Moncada, Raphael Mitteau, WEST Team
    https://doi.org/10.1016/j.fusengdes.2025.114960
  • Protection of the plasma facing components in the WEST tokamak, progress and development in view of ITER
    Nuclear Fusion, 2024
    M. Houry*, M-H. Aumeunier, Y. Corre, X. Courtois, R. Mitteau, TH. Loarer, L. Dubus, E. Gauthier, J. Gerardin, V. Gorse, E. Grelier, A. Juven, PH. Malard, V. Moncada, Q. Tichit, S. Vives, J. Gaspar
    10.1088/1741-4326/ad961b
  • Using a Physics Constrained U-Net for Real-Time Compatible Extraction of Physical Features from WEST Divertor Hot-Spots
    Journal of Fusion Energy, 2024
    Valentin Gorse, Raphaël Mitteau, Julien Marot & the WEST TEAM
    https://link.springer.com/article/10.1007/s10894-024-00405-y
  • Anomaly classification by inserting prior knowledge into a max-tree based method for divertor hot spots characterisation on WEST tokamak
    Review of scientific instruments, 2023
    Valentin Gorse, Raphael Mitteau, Julien Marot
    https://pubs.aip.org/aip/rsi/article/94/8/083510/2908495/Anomaly-classification-by-inserting-prior

Languages