Predict the last closed-flux surface evolution without physical simulation

Predict the last closed-flux surface evolution without physical simulation

One of the main challenges in developing effective control strategies for the magnetic control system in tokamaks has been the difficulty in obtaining the last closed-flux surface (LCFS) evolution results from control commands. We have developed a data-driven model that combines a predictive model a...

Full description

Bibliographic Details
Main Authors: Chenguang Wan, Shuhang Bai, Zhi Yu, Qiping Yuan, Yao Huang, Xiaojuan Liu, Yemin Hu, Jiangang Li
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Nuclear Fusion
Subjects:
tokamak
last closed-flux surface
machine learning
Online Access:https://doi.org/10.1088/1741-4326/ad171f

Internet

https://doi.org/10.1088/1741-4326/ad171f

Similar Items