no code implementations • 12 Jul 2022 • Chenguang Wan, Zhi Yu, Alessandro Pau, Xiaojuan Liu, Jiangang Li
Tokamaks allow to confine fusion plasma with magnetic fields and one of the main challenges in the control of the magnetic configuration is the prediction/reconstruction of the Last Closed-Flux Surface (LCFS).
no code implementations • 21 Jul 2020 • Chenguang Wan, Jiangang Li, Zhi Yu, Xiaojuan Liu
By using the data-driven methodology, we exploit the temporal sequence of control signals for a large set of EAST discharges to develop a deep learning model for modeling discharge diagnostic signals, such as electron density $n_{e}$, store energy $W_{mhd}$ and loop voltage $V_{loop}$.