papers
Publications (11)
physics.plasm-ph2025
A high-fidelity surrogate model for the ion temperature gradient (ITG) instability using a small expensive simulation dataset
Chenguang Wan, Youngwoo Cho, Zhisong Qu +7
physics.plasm-ph2024
Attention-aware convolutional neural networks for identification of magnetic islands in the tearing mode on EAST tokamak
Feifei Long, Yian Zhao, Yunjiao Zhang +16
physics.plasm-ph2024
Reconstruction of Poloidal Magnetic Fluxes on EAST based on Neural Networks with Measured Signals
Feifei Long, Xiangze Xia, Jian Liu +9
physics.plasm-ph2022
EAST discharge prediction without integrating simulation results
Chenguang Wan, Zhi Yu, Alessandro Pau +2
physics.plasm-ph2020
Experiment data-driven modeling of tokamak discharge in EAST
Chenguang Wan, Jiangang Li, Zhi Yu +1
physics.ins-det2022
High-Uniformity Calculation Method of Four-Coil Configuration in Large-Caliber Magnetic Field Immunity Testing System
Xi Deng, Ya Huang, Chenguang Wan +4
physics.plasm-ph2026
Machine learning prediction of plasma behavior from discharge configurations on WEST
Chenguang Wan, Feda Almuhisen, Philippe Moreau +10
physics.plasm-ph2022
A machine-learning-based tool for last closed-flux surface reconstruction on tokamaks
Chenguang Wan, Zhi Yu, Alessandro Pau +2
physics.plasm-ph2026
Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations
Ruichen Zhang, Feda AlMuhisen, Chenguang Wan +6
physics.plasm-ph2022
A data management system for machine learning research of tokamak
Chenguang Wan, Zhi Yu, Xiaojuan Liu +3
physics.plasm-ph2025
Reconstructing High-fidelity Plasma Turbulence with Data-driven Tuning of Diffusion in Low Resolution Grids
Kunpeng Li, Youngwoo Cho, Xavier Garbet +6