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Erwan Grelier
Erwan Grelier
Research engineer at CEA
Verified email at cea.fr
Title
Cited by
Cited by
Year
Learning with tree-based tensor formats
E Grelier, A Nouy, M Chevreuil
arXiv preprint arXiv:1811.04455, 2018
292018
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
162022
Learning high-dimensional probability distributions using tree tensor networks
E Grelier, A Nouy, R Lebrun
International Journal for Uncertainty Quantification 12 (5), 2022
122022
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
112023
EUROfusion contributions to ITER Nuclear Operation
XL Litaudon, U Fantz, R Villari, V Toigo, MH Aumeunier, JL Autran, ...
Nuclear Fusion, 2023
52023
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
52023
Learning with tree-based tensor formats: Application to uncertainty quantification in vibroacoustics
E Grelier
École centrale de Nantes, 2019
32019
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
22024
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
12024
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
12023
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
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