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Shiying Xiong

Assistant Professor at Zhejiang University

Office: Yuquan Campus, Zhejiang University

Email: shiying.xiong@zju.edu.cn

I am an Assistant Professor in the School of Aeronautics and Astronautics at Zhejiang University. I received a BS degree in Physics in 2014 and Ph.D. in Fluid Mechanics in 2019 from Jilin University and Peking University, respectively. For the postdoctoral time from Oct. 2019 to Nov. 2022, I spent three years in the Visual Computing Lab at Dartmouth College and a short, transitional time at HKUST.

My research interests lie in vortex dynamics, interfacial dynamics, and scientific machine learning. I am always fascinated by the symmetries in physics, especially the geometric description of fluid mechanics. I plan to carry out my future research: geometric and topological fluid mechanics, numerical methods to simulate complex fluids with rich interfacial and vortical dynamics, and scientific machine learning in fluid mechanics.

I am looking for highly motivated students to join my lab at Zhejiang University. Post-doctors, graduate, and undergraduate students are welcome to contact me by email.

Publications (Corresponding author *)

Shiying Xiong

Assistant Professor at Zhejiang University

Office: Yuquan Campus, Zhejiang University

Email: shiying.xiong@zju.edu.cn

I am looking for highly motivated students to join my lab at Zhejiang University. Post-doctors, graduate, and undergraduate students are welcome to contact me by email.

Publications (Corresponding author *)

Chenjia Zhu, Ziteng Wang, Shiying Xiong* , Yaomin Zhao, and Yue Yang

Quantum implicit representation of vortex filaments in turbulence

Journal of Fluid Mechanics, 1014, A31, 2025

Jinsong Tang, Jia Xiong, Ali Minaeian, Yekang Jie, and Shiying Xiong*

A quantum-inspired deep neural network framework for physically constrained PDEs

Science China Physics, Mechanics & Astronomy, 68, 104703, 2025

Linlin Kang, Yanru Wang, Zhongzheng Jiang, Jinhua Hao, Shiying Xiong*, Dixia Fan, and Weicheng Cui

Effects of magnetic–vortical interactions on magnetic splitting

Journal of Fluid Mechanics, 1009, A55, 2025

Jinsong Tang, Yunjin Tong, Lihua Chen, Shengze Cai, and Shiying Xiong*

Integrating neural networks with numerical schemes for dynamical systems: A review

Neurocomputing, 637, 130122, 2025

Yuchen Sun, Linglai Chen, Weiyuan Zeng, Tao Du, Shiying Xiong, and Bo Zhu

An impulse ghost fluid method for simulating two-phase flows

ACM Transactions on Graphics, 43, 269, 2024

Hui Wang, Yuwei Xiao, Yankai Mao, Shiying Xiong, Xubo Yang, and Bo Zhu

A two-way coupling approach for simulating bouncing droplets

International Journal for Numerical Methods in Engineering, 125, 24, 2024

Junwei Zhou, Duowen Chen, Molin Deng, Yitong Deng, Yuchen Sun, Sinan Wang, Shiying Xiong, and Bo Zhu

Eulerian-Lagrangian fluid simulation on particle flow maps

ACM Transactions on Graphics, 43, 76, 2024

Fan Feng*, Shiying Xiong, Hiroki Kobayashi, Yuqing Zhou, Masato Tanaka, Atsushi Kawamoto, Tsuyoshi Nomura, and Bo Zhu

Nonlinear topology optimization on thin shells using a reduced-order elastic shell model

Thin-Walled Structures, 197, 111566, 2024

Yunjin Tong, Shiying Xiong*, Xingzhe He, Shuqi Yang, Zhecheng Wang, Rui Tao, Runze Liu, and Bo Zhu

RoeNet: Predicting discontinuity of hyperbolic systems from continuous data

International Journal for Numerical Methods in Engineering, 125, 6, 2024

Linlin Kang, Shiying Xiong*, Buchen Wu*, Chao Li, Mingming Ge, Dehan Yuan, Fei Han, and Weicheng Cui

Force decomposition on flapping flexible plate via impulse theory and dynamic mode decomposition

Physics of Fluids, 35, 101914, 2023

Yue Yang*, Shiying Xiong, and Zhen Lu

Applications of the vortex-surface field to flow visualization, modelling and simulation

Flow, 3, E33, 2023

Shiying Xiong*, Xingzhe He, Yunjin Tong, Yitong Deng, and Bo Zhu

Neural vortex method: From finite Lagrangian particles to infinite dimensional Eulerian dynamics

Computers and Fluids, 258, 105811, 2023

Fan Feng, Shiying Xiong, Ziyue Liu, Zangyueyang Xian, Yuqing Zhou, Hiroki Kobayashi, Atsushi Kawamoto, Tsuyoshi Nomura, and Bo Zhu

Cellular topology optimization on differentiable Voronoi diagrams

International Journal for Numerical Methods in Engineering, 124, 282–304, 2023

Fan Feng, Jinyuan Liu, Shiying Xiong, Shuqi Yang, Yaorui Zhang, and Bo Zhu

Impulse fluid simulation

IEEE Transactions on Visualization and Computer Graphics, 29, 3081-3092, 2023

Shiying Xiong, Zhecheng Wang, Mengdi Wang, and Bo Zhu

A Clebsch method for free-surface vortical flow simulation

ACM Transactions on Graphics (SIGGRAPH), 41, 116, 2022 (Featured on video trailer)

Yitong Deng, Mengdi Wang, Xiangxin Kong, Shiying Xiong, Zangyueyang Xian, and Bo Zhu

A moving Eulerian-Lagrangian particle method for thin film and foam simulation

ACM Transactions on Graphics (SIGGRAPH), 41, 154, 2022

Shanxin Ruan, Shiying Xiong, Jiaping You, and Yue Yang∗

Generation of streamwise helical vortex loops via successive reconnections in early pipe transition

Physics of Fluids, 34, 054112, 2022

Rui Tao, Hongxiang Ren, Yunjin Tong, and Shiying Xiong*

Construction and evolution of knotted vortex tubes in incompressible Schrödinger flow

Physics of Fluids, 33, 077112, 2021 (Editor’s pick)

Shuqi Yang, Shiying Xiong*, Yaorui Zhang, Fan Feng, Jinyuan Liu, and Bo Zhu

Clebsch gauge fluid

ACM Transactions on Graphics (SIGGRAPH), 40, 99, 2021

Shiying Xiong, Rui Tao, Yaorui Zhang, Fan Feng, and Bo Zhu

Incompressible flow simulation on vortex segment clouds

ACM Transactions on Graphics (SIGGRAPH), 40, 98, 2021 (Featured on video trailer)

Mengdi Wang, Yitong Deng, Xiangxin Kong, Aditya H. Prasad, Shiying Xiong, and Bo Zhu

Thin-film smoothed particle hydrodynamics fluid

ACM Transactions on Graphics (SIGGRAPH), 40, 110, 2021 (Featured on video trailer, Two minute papers)

Yunjin Tong, Shiying Xiong*, Xingzhe He, Guanghan Pan, and Bo Zhu

Symplectic neural networks in Taylor series form for Hamiltonian systems

Journal of Computational Physics, 437, 110325,2021

Shiying Xiong*, Yunjin Tong, Xingzhe He, Shuqi Yang, Cheng Yang, and Bo Zhu

Nonseparable symplectic neural networks

International Conference on Learning Representations, 2021

Daniel M. DiPietro, Shiying Xiong, and Bo Zhu

Sparse symplectically integrated neural networks

34th Conference on Neural Information Processing Systems, 2020

Shiying Xiong and Yue Yang*

Effects of twist on the evolution of knotted magnetic flux tubes

Linlin Kang, Shiying Xiong, Buchen Wu, Chao Li, Mingming Ge, Dehan Yuan, Fei Han, and Weicheng Cui