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Author

Yang Tang

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#graph neural networks Sep 2026

Spatiotemporal quench prediction of No-Insulation superconducting coils using a GNN-Informer fusion model

Abstract Quench prediction is essential for the safe operation of no-insulation high-temperature superconducting coils in fusion magnet systems. This study proposes a spatiotemporal quench prediction model that integrates a Graph Neural Network with Informer to fuse multi-sensor spatial correlations and long-term tempo...

Peicheng Yuan, Yang Tang, Jingyin Zhang et al. · 0 citations

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