复杂几何与运动边界的数值方法

湍流大涡模拟及其工程应用

仿生飞行和游动

大规模并行计算

   

080103-流体力学
080104-工程力学

湍流，计算流体力学，仿生流体力学

2006-09--2011-07   中国科学院大学   博士
2002-09--2006-07   哈尔滨工程大学   学士

   

2014-05~2016-06,乔治华盛顿大学, 博士后
2011-07~现在, 中国科学院力学研究所, 历任助理研究员，副研究员，研究员

   

[1] Chen, Yixin, Liu, Yi, Wang, Shizhao. Streamwise ram effect and tip vortex enhance the lift of a butterfly-inspired flapping wing. JOURNAL OF FLUID MECHANICS[J]. 2025, 第 3 作者  通讯作者  1005: http://dx.doi.org/10.1017/jfm.2024.1199.
[2] Wang, Gang, Liu, Yi, Wang, Shizhao, He, Guowei. Assessment of the Reynolds-stress model-based hybrid RANS/LES method for junction flow around a fully appended underwater vehicle. OCEAN ENGINEERING[J]. 2025, 第 3 作者318: 120073, http://dx.doi.org/10.1016/j.oceaneng.2024.120073.
[3] Hongping Wang, Fan Wu, Yi Liu, Xinyi He, Shuyi Feng, Shizhao Wang. Machine-learning-based pressure reconstruction with moving boundaries. Journal of Fluid Mechanics[J]. 2025, 第 6 作者  通讯作者  1008(null): A21, http://www.cambridge.org/core/journals/journal-of-fluid-mechanics/article/machinelearningbased-pressure-reconstruction-with-moving-boundaries/31F4DC93B123066551576A735AD4F07F.
[4] Cai, Zemin, Lin, Xiangqi, Liu, Tianshu, Wu, Fan, Wang, Shizhao, Liu, Yun. Determining pressure from velocity via physics-informed neural network. EUROPEAN JOURNAL OF MECHANICS B-FLUIDS[J]. 2025, 第 5 作者109: 1-21, http://dx.doi.org/10.1016/j.euromechflu.2024.08.007.
[5] Zhou, Zhiteng, Liu, Yi, Zang, Zhenyu, Wang, Shizhao. A Formulation for Numerically Computing Sound at Moving Observers Based on Frequency-Domain Ffowcs Williams-Hawkings Equation. JOURNAL OF THEORETICAL AND COMPUTATIONAL ACOUSTICS[J]. 2025, 第 4 作者  通讯作者  null(null): http://dx.doi.org/10.1142/S2591728524500154.
[6] Lin, Jianfeng, Wang, Shizhao, Yao, HuaDong, Su, Yumin. Hydrodynamic response of swinging or slewing rotating cylinders subject to a ship's rolling motion. PHYSICS OF FLUIDS[J]. 2024, 第 2 作者  通讯作者  36(6): https://www.webofscience.com/wos/woscc/full-record/WOS:001262733000010.
[7] Lin, Jianfeng, Wang, Shizhao, Yao, HuaDong, Su, Yumin. Angle of attack impact on flow characteristics around finite-length rotating columns. PHYSICS OF FLUIDS[J]. 2024, 第 2 作者  通讯作者  36(6): https://www.webofscience.com/wos/woscc/full-record/WOS:001251175700005.
[8] Zhou, Zhiteng, Liu, Yi, Wang, Shizhao. Frequency-domain quadrupole correction for the permeable-surface Ffowcs Williams and Hawkings integration. PHYSICS OF FLUIDS[J]. 2024, 第 3 作者  通讯作者  36(7): https://www.webofscience.com/wos/woscc/full-record/WOS:001281808700025.
[9] Xu, Zhaoyue, Wang, Shizhao, Zhang, XinLei, He, Guowei. Optimal sensor placement for ensemble-based data assimilation using gradient-weighted class activation mapping. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2024, 第 2 作者  通讯作者  514(null): http://dx.doi.org/10.1016/j.jcp.2024.113224.
[10] Zhang, Lei, Xu, Zhaoyue, Wang, Shizhao, He, Guowei. Clustering dimensionless learning for multiple-physical-regime systems. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING[J]. 2024, 第 3 作者420: http://dx.doi.org/10.1016/j.cma.2023.116728.
[11] Yi Liu, Shizhao Wang, XinLei Zhang, Guowei He. Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution. OCEAN ENGINEERING[J]. 2024, 第 2 作者http://dx.doi.org/10.1016/j.oceaneng.2024.116717.
[12] LIU Hao, 王士召, liu tianshu. Vortices and Forces in Biological Flight: Insects, Birds, and Bats. ANNUAL REVIEW OF FLUID MECHANICS[J]. 2024, 第 2 作者  通讯作者  null(null): 
[13] Liu, Tianshu, Wang, Shizhao, Liu, Hao, He, Guowei. Engineering perspective on bird flight: Scaling, geometry, kinematics and aerodynamics. PROGRESS IN AEROSPACE SCIENCES. 2023, 第 2 作者142: 100933, http://dx.doi.org/10.1016/j.paerosci.2023.100933.
[14] Wang, Chunyu, Xu, Zhaoyue, Zhang, Xinlei, Wang, Shizhao. Bayesian optimization for the spanwise oscillation of a gliding flat plate. OPTIMIZATION AND ENGINEERING[J]. 2023, 第 4 作者  通讯作者  24(4): 2763-2772, http://dx.doi.org/10.1007/s11081-023-09792-1.
[15] Wu, Chutian, Wang, Shizhao, Zhang, XinLei, He, Guowei. Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows. AEROSPACE SCIENCE AND TECHNOLOGY[J]. 2023, 第 2 作者141: http://dx.doi.org/10.1016/j.ast.2023.108542.
[16] Chen, Yixin, Wang, Chunyu, Zhao, Jingshan, Wang, Shizhao. Lift of a bio-inspired flapping wing with a dynamic trailing-edge flap in forward flight. PHYSICS OF FLUIDS[J]. 2023, 第 4 作者  通讯作者  35(4): http://dx.doi.org/10.1063/5.0146636.
[17] He, Xinyi, Liu, Yi, Chen, Yixin, Wang, Shizhao. Wake of a bio-inspired flapping wing with morphing wingspan. ACTA MECHANICA SINICA[J]. 2023, 第 4 作者  通讯作者  39(10): http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=7612778&detailType=1.
[18] Zhou, Zhiteng, Liu, Yi, Wang, Hongping, Wang, Shizhao. Mass-Conserved Solution to the Ffowcs-Williams and Hawkings Equation for Compact Source Regions. AEROSPACE[J]. 2023, 第 4 作者  通讯作者  10(2): http://dx.doi.org/10.3390/aerospace10020148.
[19] Liu, Yi, Wang, Hongping, Wang, Shizhao, He, Guowei. A cache-efficient reordering method for unstructured meshes with applications to wall-resolved large-eddy simulations. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2023, 第 3 作者  通讯作者  480(null): http://dx.doi.org/10.1016/j.jcp.2023.112009.
[20] Wang, Yu, Liu, Yi, Zhou, Zhiteng, Wang, Shizhao. Finite-wing-analogy formula for compressibility correction to pressure coefficient of an underwater vehicle model at low Mach number. PHYSICS OF FLUIDS[J]. 2023, 第 4 作者  通讯作者  35(1): http://dx.doi.org/10.1063/5.0129637.
[21] Xu, Zhaoyue, Zhang, Xinlei, Wang, Shizhao, He, Guowei. Artificial neural network based response surface for data-driven dimensional analysis. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2022, 第 3 作者  通讯作者  459: http://dx.doi.org/10.1016/j.jcp.2022.111145.
[22] Wang, Chunyu, Liu, Yi, Xu, Duo, Wang, Shizhao. Aerodynamic performance of a bio-inspired flapping wing with local sweep morphing. PHYSICS OF FLUIDS[J]. 2022, 第 4 作者  通讯作者  34(5): http://dx.doi.org/10.1063/5.0090718.
[23] Wu, Fan, Wang, Hongping, Wang, Chunyu, Xu, Duo, Wang, Shizhao. A hydraulic model for flow rate ratio of triple cannulation extracorporeal membrane oxygenation. PHYSICS OF FLUIDS[J]. 2022, 第 5 作者  通讯作者  34(4): http://dx.doi.org/10.1063/5.0088186.
[24] Wang, Chunyu, Liu, Yi, Xu, Duo, Wang, Shizhao. Aerodynamic performance of a bio-inspired flapping wing with local sweep morphing. PHYSICS OF FLUIDS[J]. 2022, 第 4 作者  通讯作者  34(5): http://dx.doi.org/10.1063/5.0090718.
[25] Zhideng Zhou, Zhaobin Li, Xiaolei Yang, Shizhao Wang, Duo Xu. Investigation of the wake characteristics of an underwater vehicle with and without a propeller. OCEAN ENGINEERING. 2022, 第 4 作者266: http://dx.doi.org/10.1016/j.oceaneng.2022.113107.
[26] Xu, Zhaoyue, Zhang, Xinlei, Wang, Shizhao, He, Guowei. Artificial neural network based response surface for data-driven dimensional analysis. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2022, 第 3 作者  通讯作者  459: http://dx.doi.org/10.1016/j.jcp.2022.111145.
[27] 周志腾, 许昭越, 王士召, 何国威. Wall-modeled large-eddy simulation of noise generated by turbulence around an appended axisymmetric body of revolution. Journal of Hydrodynamics[J]. 2022, 第 3 作者  通讯作者  
[28] Shi, Beiji, Xu, Zhaoyue, Wang, Shizhao. A non-equilibrium slip wall model for large-eddy simulation with an immersed boundary method. AIP ADVANCES[J]. 2022, 第 3 作者  通讯作者  12(9): http://dx.doi.org/10.1063/5.0101010.
[29] Tong, Wenwen, Wang, Shizhao, Yang, Yue. Estimating forces from cross-sectional data in the wake of flows past a plate using theoretical and data-driven models. PHYSICS OF FLUIDS[J]. 2022, 第 2 作者34(11): http://dx.doi.org/10.1063/5.0125374.
[30] Wang, Hongping, Liu, Yi, Wang, Shizhao. Dense velocity reconstruction from particle image velocimetry/particle tracking velocimetry using a physics-informed neural network. PHYSICS OF FLUIDS[J]. 2022, 第 3 作者  通讯作者  34(1): http://dx.doi.org/10.1063/5.0078143.
[31] 周志腾, 王洪平, 王士召, 何国威. Lighthill Stress Flux Model for Ffowcs Williams–Hawkings Integrals in Frequency Domain. AIAA Journal[J]. 2021, 第 3 作者  通讯作者  
[32] Zixuan Yang, Min Lu, Shizhao Wang. A robust solver for incompressible high-Reynolds-number two-fluid flows with high density contrast. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2021, 第 3 作者441: http://dx.doi.org/10.1016/j.jcp.2021.110474.
[33] Zhang, XinLei, Xiao, Heng, He, GuoWei, Wang, ShiZhao. Assimilation of disparate data for enhanced reconstruction of turbulent mean flows. COMPUTERS & FLUIDS[J]. 2021, 第 4 作者224: http://dx.doi.org/10.1016/j.compfluid.2021.104962.
[34] Liu, Yi, Zhou, Zhiteng, Zhu, Lixing, Wang, Shizhao. Numerical investigation of flows around an axisymmetric body of revolution by using Reynolds-stress model based hybrid Reynolds-averaged Navier-Stokes/large eddy simulation. PHYSICS OF FLUIDS[J]. 2021, 第 4 作者  通讯作者  33(8): 
[35] Wang, Hongping, Yang, Zixuan, Wu, Ting, Wang, Shizhao. Coherent structures associated with interscale energy transfer in turbulent channel flows. PHYSICAL REVIEW FLUIDS[J]. 2021, 第 4 作者  通讯作者  6(10): http://dx.doi.org/10.1103/PhysRevFluids.6.104601.
[36] Zhiteng Zhou, Hongping Wang, Shizhao Wang. Simplified permeable surface correction for frequency-domain Ffowcs Williams and Hawkings integrals. THEORETICAL AND APPLIED MECHANICS LETTERS[J]. 2021, 第 3 作者  通讯作者  11(4): 100259-196, http://lib.cqvip.com/Qikan/Article/Detail?id=7105491486.
[37] Wang, Chunyu, Xu, Zhaoyue, Zhang, Xinlei, Wang, Shizhao. Optimal reduced frequency for the power efficiency of a flat plate gliding with spanwise oscillations. PHYSICS OF FLUIDS[J]. 2021, 第 4 作者  通讯作者  33(11): 
[38] Tong, Wenwen, Yang, Yue, Wang, Shizhao. Estimating thrust from shedding vortex surfaces in the wake of a flapping plate. JOURNAL OF FLUID MECHANICS[J]. 2021, 第 3 作者920: http://dx.doi.org/10.1017/jfm.2021.434.
[39] Tong, Wenwen, Yang, Yue, Wang, Shizhao. Characterizing three-dimensional features of vortex surfaces in the flow past a finite plate. PHYSICS OF FLUIDS[J]. 2020, 第 3 作者32(1): 
[40] Liao, Fei, Yang, Xiaolei, Wang, Shizhao, He, Guowei. Grid-dependence study for simulating propeller crashback using large-eddy simulation with immersed boundary method. OCEAN ENGINEERING[J]. 2020, 第 3 作者218(15): http://dx.doi.org/10.1016/j.oceaneng.2020.108211.
[41] Wang, Hongping, He, Guowei, Wang, Shizhao. Globally optimized cross-correlation for particle image velocimetry. EXPERIMENTS IN FLUIDS[J]. 2020, 第 3 作者  通讯作者  61(11): http://dx.doi.org/10.1007/s00348-020-03062-x.
[42] Wu, Tong, Yang, Zixuan, Wang, Shizhao, He, Guowei. A Novel Strong-Coupling Pseudo-Spectral Method for Numerical Studies of Two-Layer Turbulent Channel Flows. COMMUNICATIONS IN COMPUTATIONAL PHYSICS[J]. 2020, 第 3 作者28(3): 1133-1146, https://www.webofscience.com/wos/woscc/full-record/WOS:000553297100010.
[43] Zhou, Zhideng, Wang, Shizhao, Yang, Xiaolei, Jin, Guodong. A structural subgrid-scale model for the collision-related statistics of inertial particles in large-eddy simulations of isotropic turbulent flows. PHYSICS OF FLUIDS[J]. 2020, 第 2 作者32(9): http://dx.doi.org/10.1063/5.0018756.
[44] Wang, Hongping, Li, Zhaobin, Zhang, Xinlei, Zhu, Lixing, Liu, Yi, Wang, Shizhao. The motion of respiratory droplets produced by coughing. PHYSICS OF FLUIDS[J]. 2020, 第 6 作者  通讯作者  32(12): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7757605/.
[45] 王洪平, 王士召, 何国威. 卷积神经网络预测PIV近壁流场. 第十一届全国流体力学学术会议论文摘要集. 2020, 第 2 作者940, 
[46] Wang, Hongping, Yang, Zixuan, Li, Binglin, Wang, Shizhao. Predicting the near-wall velocity of wall turbulence using a neural network for particle image velocimetry. PHYSICS OF FLUIDS[J]. 2020, 第 4 作者  通讯作者  32(11): http://dx.doi.org/10.1063/5.0023786.
[47] Liao, Fei, Wang, Shizhao, Yang, Xiaolei, He, Guowei. A simulation-based actuator surface parameterization for large-eddy simulation of propeller wakes. OCEAN ENGINEERING[J]. 2020, 第 2 作者199: http://dx.doi.org/10.1016/j.oceaneng.2020.107023.
[48] 周志腾, 王洪平, 王士召, 何国威. 基于关联速度的FW-H积分四极子声源修正模型. 空气动力学学报[J]. 2020, 第 3 作者38(6): 1129-1135, http://lib.cqvip.com/Qikan/Article/Detail?id=7103499374.
[49] Shi Beiji, Yang Xiaolei, Jin Guodong, He Guowei, Wang Shizhao. Wall-modeling for large-eddy simulation of flows around an axisymmetric body using the diffuse-interface immersed boundary method. APPLIED MATHEMATICS AND MECHANICS[J]. 2019, 第 5 作者40(3): 305-320, http://lib.cqvip.com/Qikan/Article/Detail?id=7001296546.
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[53] 王士召, He Guowei, Liu TS. Estimating lift from wake velocity data in flapping flight [J]. Journal of Fluid Mechanics[J]. 2019, 第 1 作者
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[70] Zhou, Zhideng, Wang, Shizhao, Jin, Guodong. A structural subgrid-scale model for relative dispersion in large-eddy simulation of isotropic turbulent flows by coupling kinematic simulation with approximate deconvolution method. PHYSICS OF FLUIDS[J]. 2018, 第 2 作者30(10): http://dx.doi.org/10.1063/1.5049731.
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[86] 隋相坤, 王士召, 何国威. 二维超疏水圆柱在水杯中的浮力. 中国力学大会——2013. 2013, 第 2 作者http://www.irgrid.ac.cn/handle/1471x/831894.
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[88] 王士召, 张星, 何国威. 展向运动对扑翼气动力的影响. 中国力学大会——2013. 2013, 第 1 作者http://www.irgrid.ac.cn/handle/1471x/831897.
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