Dr. Chenguang Wan
Biography
Dr. Chenguang Wan is a research fellow in the School of Physical and Mathematical Sciences at Nanyang Technological University. Before joining NTU, he was a postdoctoral researcher at the Institute of Plasma Physics, Chinese Academy Of Sciences (ASIPP) in China. He received his PhD in Physics from the University of Science and Technology of China in March 2023.
Research Interests
Dr. Wan’s work focuses on developing experiment and simulation data-driven models for tokamak. When it comes to simulation data, he primarily researches the plasma turbulence surrogate model. For experiment data-driven approaches, he concentrates on combining experimental data-driven models with tokamak control.
Awards
- China National Postdoctoral Program for Innovative Talents
Selected publications
- C. Wan, S. Bai, Z. Yu, Q. Yuan, Y. Huang, X. Liu, Y. Hu, and J. Li, Predict the Last Closed-Flux Surface Evolution without Physical Simulation, Nucl. Fusion 64, 026014 (2024).
- C. Wan, Z. Yu, A. Pau, O. Sauter, X. Liu, Q. Yuan, and J. Li, A Machine-Learning-Based Tool for Last Closed-Flux Surface Reconstruction on Tokamaks, Nucl. Fusion 63, 056019 (2023).
- C. Wan, Z. Yu, A. Pau, X. Liu, and J. Li, EAST Discharge Prediction without Integrating Simulation Results, Nucl. Fusion 62, 126060 (2022).
- C. Wan, Z. Yu, F. Wang, X. Liu, and J. Li, Experiment Data-Driven Modeling of Tokamak Discharge in EAST, Nucl. Fusion 61, 066015 (2021).