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Zhao-Yang Liu

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Open access Jul 2026

Physics-augmented surrogate model for linear instability analysis of high- n toroidal Alfvén eigenmodes in tokamaks

We propose the physics-augmented surrogate model for linear instability analysis of high- n toroidal Alfvén eigenmodes (TAEs) in tokamaks. The database for high- n TAE linear instabilities is generated by the global initial-value simulations by Gyrokinetic magnetohydrodynamic Energetic-particle Code (GMEC), and also th...

Zhao-Yang Liu, Shiyang Liu, Guo-Yong Fu · 0 citations

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