基本信息
工作单位:中国科学院高能物理研究所
电子邮件:wanjinyu@ihep.ac.cn
通信地址:北京市石景山区玉泉路19号乙主楼620
邮政编码:100049
研究领域
研究聚焦于加速器物理与“AI for Science”的前沿交叉领域,研究覆盖从储存环光源到重离子加速器的多类加速器。主要方向包括:
- 高性能束流物理模拟与自动优化;
- 机器学习驱动的束流动力学建模;
- 融合数字孪生与人工智能的智能控制与实时诊断;
招生信息
招收博士、硕士研究生
招生专业
070202-粒子物理与原子核物理
招生方向
加速器物理,人工智能应用,高性能计算
教育背景
2017-09--2022-06 中国科学院高能物理研究所 博士2013-09--2017-06 南开大学 学士
工作经历
工作简历
2026-02~现在, 中国科学院高能物理研究所, 特聘青年研究员2023-01~2026-01,密歇根州立大学, 助理研究员
出版信息
发表论文
(1) Fast chaos indicator from auto-differentiation for dynamic aperture optimization, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2026, (2) JuTrack: A Julia package for auto-differentiable accelerator modeling and particle tracking ☆, COMPUTER PHYSICS COMMUNICATIONS, 2025, 第 1 作者 通讯作者(3) Symplectic machine learning model for fast simulation of space-charge effects, PHYSICAL REVIEW ACCELERATORS AND BEAMS, 2025, 第 1 作者 通讯作者(4) Optimization of dynamic aperture by using non-dominated sorting genetic algorithm-II in a diffraction-limited storage ring with solenoids for generating round beam, Optimization of dynamic aperture by using non-dominated sorting genetic algorithm-II in a diffraction-limited storage ring with solenoids for generating round beam, Radiation Detection Technology and Methods, 2023, 第 5 作者(5) Optimization of dynamic aperture by using non-dominated sorting genetic algorithm-Ⅱ in a diffraction-limited storage ring with solenoids for generating round beam, Optimization of dynamic aperture by using non-dominated sorting genetic algorithm-Ⅱ in a diffraction-limited storage ring with solenoids for generating round beam, 辐射探测技术与方法(英文), 2023, 第 5 作者(6) Machine learning enabled fast evaluation of dynamic aperture for storage ring accelerators, NEW JOURNAL OF PHYSICS, 2022, 第 1 作者(7) Machine learning-based direct solver for one-to-many problems on temporal shaping of relativistic electron beams, Machine learning-based direct solver for one-to-many problems on temporal shaping of relativistic electron beams, FRONTIERS OF PHYSICS, 2022, 第 1 作者(8) 衍射极限储存环光源相关物理问题, Physics issues of the diffraction-limited storage ring light source, CHINESE SCIENCE BULLETIN-CHINESE, 2020, 第 4 作者(9) Neural network-based multiobjective optimization algorithm for nonlinear beam dynamics, PHYSICAL REVIEW ACCELERATORS AND BEAMS, 2020, 第 1 作者(10) Modification and optimization of the storage ring lattice of the High Energy Photon Source, Modification and optimization of the storage ring lattice of the High Energy Photon Source, Radiation Detection Technology and Methods, 2020, 第 8 作者(11) Improvement of machine learning enhanced genetic algorithm for nonlinear beam dynamics optimization, NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2019, 第 1 作者