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cs.LG2025
Integrated Data Analysis of Plasma Electron Density Profile Tomography for HL-3 with Gaussian Process Regression
Cong Wang, Jiahong Chen, Renjie Yang +8
An integrated data analysis model based on Gaussian Process Regression is proposed for plasma electron density profile tomography in the HL-3 tokamak. The model combines line-integ…
cs.LG2024★ 1 cited
Physics-Informed Deep Learning Model for Line-integral Diagnostics Across Fusion Devices
Cong Wang, Weizhe Yang, Haiping Wang +10
Rapid reconstruction of 2D plasma profiles from line-integral measurements is important in nuclear fusion. This paper introduces a physics-informed model architecture called Onion,…