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Development of a neural network-based model for electron temperature inference via modelled and experimental argon spectra measured by x-ray crystal spectrometer with an extension to tungsten spectra on EAST

Accurate inference of electron temperature ( T _e ) profiles is essential for understanding energy transport and impurity dynamics in magnetic confinement fusion plasmas. Traditional spectral diagnostics based on satellite line ratios become unreliable in high- T _e regimes due to reduced line inten...

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Principais autores: Zichao Lin, Hongming Zhang, Fudi Wang, Jia Fu, Yongcai Shen, Shuyu Dai, Hailin Zhao, Kaixuan Ye, Guangle Lin, Yifei Jin, Bo Sun, Shengyu Fu, Zixuan Wen, Zihao Gao, Huajian Ji, Bo Lyu
Format: Artigo
Sprog:Inglês
Udgivet: IOP Publishing 2025-01-01
Serier:Nuclear Fusion
Fag:
x-ray crystal spectrometer
artificial neural networks
electron temperature
impurity profiles
Online adgang:https://doi.org/10.1088/1741-4326/ae130a
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