60 citations · 96 across the 4 of their papers we have counts for
4 papers · 1 filter
Disruption Precursor Onset Time Study Based on Semi-supervised Anomaly Detection
Xinkun Ai, Wei Zheng, Ming Zhang +12
The full understanding of plasma disruption in tokamaks is currently lacking, and data-driven methods are extensively used for disruption prediction. However, most existing data-dr…
IDP-PGFE: An Interpretable Disruption Predictor based on Physics-Guided Feature Extraction
Chengshuo Shen, Wei Zheng, Yonghua Ding +10
Disruption prediction has made rapid progress in recent years, especially in machine learning (ML)-based methods. Understanding why a predictor makes a certain prediction can be as…
Collisional-radiative non-equilibrium impurity treatment for JOREK simulations
D. Hu, G. T. A. Huijsmans, E. Nardon +4
A collisional-radiative non-equilibrium impurity treatment for JOREK 3D nonlinear magneto-hydrodynamic (MHD) simulations has been developed. The impurities are represented by super…
Radiation asymmetry and MHD destabilization during the thermal quench after impurity Shattered Pellet Injection
D. Hu, E. Nardon, M. Hoelzl +7
The radiation response and the MHD destabilization during the thermal quench after a mixed species Shattered Pellet Injection (SPI) with impurity species neon and argon are investi…