Temperature Estimation in Fusion Devices using Machine Learning techniques on Infrared Specular Synthetic Data
Author:
Affiliation:
1. CEA, IRFM, Cadarache,Saint-Paul-lez-Durance,France
2. CNRS, Aix-Marseille Université, Centrale Marseille, Institut Fresnel UMR 7249,Marseille,France,13013
3. Université Paris-Saclay, CEA, List,Palaiseau,France,F-91120
Funder
Euratom Research and Training Programme
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9816065/9816173/09816270.pdf?arnumber=9816270
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3. U-Net for temperature estimation from simulated infrared images in tokamaks;Nuclear Materials and Energy;2024-03
4. Using a Physics Constrained U-Net for Real-Time Compatible Extraction of Physical Features from WEST Divertor Hot-Spots;2023-12-22
5. Data-driven plasma modelling: surrogate collisional radiative models of fluorocarbon plasmas from deep generative autoencoders;Machine Learning: Science and Technology;2023-08-29
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