• Zhiyuan Shang, Zhonghua Yao*, Jian Liu*, Linli Xu, Yan Xu, Binzheng Zhang, Ruilong Guo, Yuan Yu, and Yong Wei. Statistical study of auroral variability under different solar wind conditions based on classification using deep learning techniques.  Earth and Planetary Physics,  9,  1-8, 2025. 

• Xinhang Xu, Jinlin Xie, Jian Liu, Wandong Liu. Analysis of the Anomalous Doppler Effect from Quantum Theory to Classical Dynamics Simulations.  Chinese Physics B,  2025. 

• Yijia Zhou, Fei He, Quanqi Shi, Jian Liu*, Xiaoxin Zhang, Shuai Zhang, AW Degeling, Bo Li, Yongliang Zhang, Wenlong Liu, Anmin Tian, Shichen Bai, Zhigang Yuan, Binbin Ni, Zhonghua Yao, Ruilong Guo, Qinghe Zhang, Yong Wei, Qiugang Zong. Penetration of Plasmapause Surface Waves into the Plasmaspheric Plume.  JGR:Space Physics,  130,  2025. 

• Wenxiang Li, Jian Liu*, Yang Zhang, Jiaxing Tian, Yijia Zhou, and Jinlin Xie. Is the guiding-center radiation model applicable to runaway electron dynamics?.  Nuclear Fusion,  2025. 

• Zhongfang Guan, Bin Zhang, Jian Liu*, Jinping Qian, Xianzu Gong, Runze Chen, Zuhao Wang, Binfu Gao, YuTong Guo, Chuannan Xuan, Cong Cao, Tianqi Jia, Pan Li, Wenbin Liu, Wei Wang, Yunchan Hu, Yifan He, Kangjia Yang, Wenyi Lu, Chun Yu He. Thermal Damage detection of EAST internal component based on machine learning.  Machine Learning: Science and Technology,  2025. 

• R. D. Hu, J. Liu*, R. J. Zhou, L. Q. Hu. Gamma Ray Spectrum Inversion Based on Master-Secondary Encoder-Decoder Network.  Compt. Phys. Comm.,  2025. 

• Yanjun Liu, Zixi Liu, Jian Liu*, Baofeng Gao, Wei Zhang, Tianyang Xia, Haiqing Liu, Ge Zhuang, Xiang Gao. High resolution simulations of nonlinear electromagnetic turbulence in tokamak devices.  Eur. Phys. J. Spec. Top.,  2025. 

• H. Jiang, C. Lv, K. Feng, K. Jiang, X. Liu, S. Luan, J. Liu, W. Wang, R. Li. Parallel Bayesian optimization of free-electron lasers based on laser wakefield accelerators.  Plasma Physics and Controlled Fusion,  67,  :025031, 2025. 

• 一种基于物理预测和机器学习的电场和磁场重建方法

• 基于时域全局相似度的多通道测量数据自动筛选方法

• 等离子体粒子-场自洽系统长期大规模高保真模拟方法

• 《量子夸克》

• 《磁化等离子体中高频波的理论问题》

• 《量子动力学问题》

• 太阳风动态仿真模拟 , 2024-10-01

• 等离子体压强剖面控制人工智能算法与策略系统研究 , 磁约束核聚变能发展研究专项 , 2025-01-01 , 在研

• “基于深度学习的射线能谱数据处理算法开发” , 2022-09-01 -2023-06-01 , --合肥综合性国家科学中心能源研究院项目，58万

• “带轨道角动量的射频波在磁约束聚变能研究中的应用” , 2018-01-01 -2021-12-31 , --11775222, 国家自然基金，面上项目，72万

• “KTX装置科学实验数据挖掘与机器学习研究” , 2017-01-01 -2019-12-31 , --WK2150110008，中国科学院创新团队培育基金，200万

• “磁约束聚变能研究中的先进几何方法及应用” , 2016-08-17 -2021-12-31 , --QYZDB-SSW-SYS004, 中国科学院，前沿科学重点研究项目——拔尖青年科学家项目，50万

• “磁约束聚变装置中逃逸电子长期动力学模拟研究” , National Natural Science Foundation of China (NSFC) , 2016-01-01 -2019-12-31 , 完成 , --11575185，国家自然基金，面上项目，76.8万

• “磁约束聚变装置中逃逸电子关键物理问题研究” , Ministry of Science and Technology of the People's Republic of China , 2015-01-01 -2019-12-31 , 完成 , --2015GB111003, 科技部，国家磁约束聚变重点研发专项，1199.4万

No Content