Learning with tree-based tensor formats E Grelier, A Nouy, M Chevreuil arXiv preprint arXiv:1811.04455, 2018 | 29 | 2018 |
Deep learning and image processing for the automated analysis of thermal events on the first wall and divertor of fusion reactors E Grelier, R Mitteau, V Moncada Plasma Physics and Controlled Fusion 64 (10), 104010, 2022 | 16 | 2022 |
Learning high-dimensional probability distributions using tree tensor networks E Grelier, A Nouy, R Lebrun International Journal for Uncertainty Quantification 12 (5), 2022 | 12 | 2022 |
Deep learning-based process for the automatic detection, tracking, and classification of thermal events on the in-vessel components of fusion reactors E Grelier, R Mitteau, V Moncada Fusion Engineering and Design 192, 113636, 2023 | 11 | 2023 |
EUROfusion contributions to ITER Nuclear Operation XL Litaudon, U Fantz, R Villari, V Toigo, MH Aumeunier, JL Autran, ... Nuclear Fusion, 2023 | 5 | 2023 |
The wide-angle infrared diagnostic for the first wall monitoring of the WEST tokamak M Houry, MH Aumeunier, C Pocheau, X Courtois, C Dechelle, L Dubus, ... Fusion Engineering and Design 186, 113362, 2023 | 5 | 2023 |
Learning with tree-based tensor formats: Application to uncertainty quantification in vibroacoustics E Grelier École centrale de Nantes, 2019 | 3 | 2019 |
WEST full tungsten operation with an ITER grade divertor J Bucalossi, A Ekedahl, J Achard, K Afonin, O Agullo, T Alarcon, ... Nuclear Fusion 64 (11), 112022, 2024 | 2 | 2024 |
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety C Staron, H Le Borgne, R Mitteau, E Grelier, N Allezard IEEE Transactions on Instrumentation and Measurement, 2024 | 1 | 2024 |
Software platform for imaging diagnostic exploitation applied to edge plasma physics and real-time PFC monitoring V Moncada, X Courtois, L Dubus, E Grelier, M Houry, AP Sitjes, B Zhang Fusion Engineering and Design 190, 113528, 2023 | 1 | 2023 |
Protection of the plasma facing components in the WEST tokamak, progress and development in view of ITER M Houry, MH Aumeunier, Y Corre, X Courtois, R Mitteau, T Loarer, ... Nuclear Fusion, 2024 | | 2024 |
Multi-device dataset of infrared images for the control of thermal loads with machine learning A Puig Sitjes, M Jakubowski, B Jablonski, E Grelier, R Mitteau, ... IAEA Workshop on AI for Accelerating Fusion and Plasma Science, 2023 | | 2023 |
Detection of Thermal Events Using Machine Learning for the Feedback Control of Thermal Loads in Wendelstein 7-X A Puig Sitjes, B Jablonski, E Grelier, M Jakubowski, D Makowski, ... 5th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, 2023 | | 2023 |
Statistical learning in tree-based tensor format E Grelier, M Chevreuil, A Nouy ScienceOpen Posters, 2018 | | 2018 |
Statistical learning in tree-based tensor format M Chevreuil, A Nouy | | |