湍流

• 海洋湍流（湍流与破碎波相互作用、海上多物理过程的耦合模拟）

• 壁湍流（直接数值模拟、大涡模拟、壁面压力预测模型、降阶模型）

• 机器学习（湍流识别、湍流重构、超分辨率模拟）

计算流体力学

• 高保真度海洋湍流模拟软件CAS-Tank的开发和应用

• 两相湍流数值模拟方法（高密度比两相流的稳定数值格式，相变和空化模型）

• 颗粒流（亚格子飞沫模型、超分辨率颗粒模型）

近期小组的主要工作是开发高保真度两相湍流模拟平台Computational Air-Sea Tank (CAS-Tank)，详细信息见科研活动板块，目前我们正在开发支持自适应网格的下一代版本，欢迎具有流体力学、应用数学、计算机科学等相关专业背景的学生加入我们团队，我们也招收博士后，有意报名者可通过微信和我联系（手机同号13811599885）。

080103-流体力学

湍流
计算流体力学

2007-09--2012-07   清华大学   博士学位
2003-09--2007-06   清华大学   学士学位

2021-01~现在, 中国科学院大学/中科院力学所, 教授/研究员
2018-09~2020-12,中国科学院大学/中科院力学所, 副教授/副研究员
2015-04~2018-08,美国明尼苏达大学, 研究员
2013-05~2015-03,加拿大曼尼托巴大学, 博士后
2012-07~2013-04,清华大学, 研究助理

   

[1] Lu, Min, Yang, Zixuan, Deng, Bingqing. Numerical study of turbulent bubbly upflow: effect of density ratio. JOURNAL OF FLUID MECHANICS[J]. 2025, 第 2 作者  通讯作者  1007: http://dx.doi.org/10.1017/jfm.2025.129.
[2] JOURNAL OF FLUID MECHANICS. 2024,   通讯作者  
[3] Lu, Min, Yang, Zixuan, He, Guowei, Shen, Lian. Numerical investigation on the heat transfer in wind turbulence over breaking waves. PHYSICAL REVIEW FLUIDS[J]. 2024, 第 2 作者  通讯作者  9(8): http://dx.doi.org/10.1103/PhysRevFluids.9.084606.
[4] Li, Rong, Yang, Zixuan, Zhang, Wei. Numerical investigation of mixed-phase turbulence induced by a plunging jet. JOURNAL OF FLUID MECHANICS[J]. 2024, 第 2 作者  通讯作者  979: http://dx.doi.org/10.1017/jfm.2023.1081.
[5] Tietao Lao, Zhaobin Li, Zhiying Wang, Zhan Wang, Zixuan Yang. Generation of incident wave in two-phase flow simulation based on field decomposition. OCEAN ENGINEERING. 2023, 第 5 作者  通讯作者  285: http://dx.doi.org/10.1016/j.oceaneng.2023.115256.
[6] QianqianLi,RongLi,ZixuanYang. An incompressible flow solver on a GPU/CPU heterogeneous architecture parallel computing platform. Theoretical and Applied Mechanics Letters[J]. 2023, 13(5): 100474, http://taml.cstam.org.cn:80/article/doi/10.1016/j.taml.2023.100474?pageType=en.
[7] Sun, Jun, Wang, Zhiying, Chai, Jin, Wang, Zhan, Yang, Zixuan. Characteristics of the surface signatures induced by a sphere in a linearly stratified flow. OCEAN ENGINEERING[J]. 2023, 第 5 作者287: http://dx.doi.org/10.1016/j.oceaneng.2023.115818.
[8] Kan, Kan, Li, Haoyu, Yang, Zixuan. Large eddy simulation of turbulent wake flow around a marine propeller under the influence of incident waves. PHYSICS OF FLUIDS[J]. 2023, 第 3 作者  通讯作者  35(5): http://dx.doi.org/10.1063/5.0152232.
[9] Kan, Kan, Xu, Yuhang, Xu, Hui, Feng, Jiangang, Yang, Zixuan. Vortex-induced energy loss of a mixed-flow waterjet pump under different operating conditions. ACTA MECHANICA SINICA[J]. 2023, 第 5 作者  通讯作者  39(9): http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=7612768&detailType=1.
[10] Liu, Bofeng, Zhu, Lixing, Yang, Zixuan, He, Guowei. Quantum Implementation of Numerical Methods for Convection-Diffusion Equations: Toward Computational Fluid Dynamics. COMMUNICATIONS IN COMPUTATIONAL PHYSICS[J]. 2023, 第 3 作者  通讯作者  33(2): 425-451, http://lib.cqvip.com/Qikan/Article/Detail?id=7110107600.
[11] Lu, Min, Yang, Zixuan, He, Guowei. An interface-resolved phase-change model based on velocity decomposition. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2023, 第 2 作者  通讯作者  475: http://dx.doi.org/10.1016/j.jcp.2022.111827.
[12] Yang, Bowen, Yang, Zixuan. On the wavenumber-frequency spectrum of the wall pressure fluctuations in turbulent channel flow. JOURNAL OF FLUID MECHANICS[J]. 2022, 第 2 作者  通讯作者  937: http://dx.doi.org/10.1017/jfm.2022.137.
[13] Zhou, Zhideng, Li, Binglin, Yang, Xiaolei, Yang, Zixuan. A robust super-resolution reconstruction model of turbulent flow data based on deep learning. COMPUTERS & FLUIDS[J]. 2022, 第 4 作者  通讯作者  239: http://dx.doi.org/10.1016/j.compfluid.2022.105382.
[14] Deng, BingQing, Yang, Zixuan, Shen, Lian. Bottom wall shear stress fluctuations in shallow-water Langmuir turbulence. JOURNAL OF FLUID MECHANICS[J]. 2022, 第 2 作者942: http://dx.doi.org/10.1017/jfm.2022.343.
[15] Lu, Min, Yang, Zixuan, He, Guowei. A robust scheme for numerical simulation of heat transfer in two-fluid flows with high volumetric heat capacity contrasts. INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW[J]. 2022, 第 2 作者  通讯作者  
[16] He, Sida, Yang, Zixuan, Sotiropoulos, Fotis, Shen, Lian. Numerical simulation of interaction between multiphase flows and thin flexible structures. JOURNAL OF COMPUTATIONAL PHYSICS[J]. 2022, 第 2 作者448: http://dx.doi.org/10.1016/j.jcp.2021.110691.
[17] 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 1 作者  通讯作者  441: http://dx.doi.org/10.1016/j.jcp.2021.110474.
[18] 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 2 作者6(10): http://dx.doi.org/10.1103/PhysRevFluids.6.104601.
[19] Fang, Xingjun, Tachie, Mark F, Bergstrom, Donald J, Yang, Zixuan, Wang, BingChen. Three-dimensional structural characteristics of flow separation induced by a forward-facing step in a turbulent channel flow. JOURNAL OF FLUID MECHANICS[J]. 2021, 第 4 作者919: http://dx.doi.org/10.1017/jfm.2021.395.
[20] Kan, Kan, Yang, Zixuan, Lyu, Pin, Zheng, Yuan, Shen, Lian. Numerical study of turbulent flow past a rotating axial-flow pump based on a level-set immersed boundary method. RENEWABLE ENERGY[J]. 2021, 第 2 作者  通讯作者  168: 960-971, http://dx.doi.org/10.1016/j.renene.2020.12.103.
[21] Li, Binglin, Yang, Zixuan, Zhang, Xing, He, Guowei, Deng, BingQing, Shen, Lian. Using machine learning to detect the turbulent region in flow past a circular cylinder. JOURNAL OF FLUID MECHANICS[J]. 2020, 第 2 作者  通讯作者  905: https://www.webofscience.com/wos/woscc/full-record/WOS:000583498500001.
[22] Deng BingQing, Yang Zixuan, Xuan Anqing, Shen Lian. Localizing effect of Langmuir circulations on small-scale turbulence in shallow water. JOURNAL OF FLUID MECHANICS[J]. 2020, 第 2 作者893: https://www.webofscience.com/wos/woscc/full-record/WOS:000526359400001.
[23] Bagheri, Edris, Wang, BingChen, Yang, Zixuan. Influence of domain size on direct numerical simulation of turbulent flow in a moderately curved concentric annular pipe. PHYSICS OF FLUIDS[J]. 2020, 第 3 作者32(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000541914000001.
[24] Yang, Z, Deng, B Q, Wang, B C, Shen, L. On the self-constraint mechanism of the cross-stream secondary flow in a streamwise-rotating channel. PHYSICS OF FLUIDS[J]. 2020, 32(10): https://www.webofscience.com/wos/woscc/full-record/WOS:000582127700003.
[25] 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 2 作者  通讯作者  28(3): 1133-1146, https://www.webofscience.com/wos/woscc/full-record/WOS:000553297100010.
[26] Yang, Zixuan, Deng, BingQing, Wang, BingChen, Shen, Lian. Sustaining mechanism of Taylor-Gortler-like vortices in a streamwise-rotating channel flow. PHYSICAL REVIEW FLUIDS[J]. 2020, 第 1 作者5(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000527140000004.
[27] 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 2 作者32(11): http://dx.doi.org/10.1063/5.0023786.
[28] Cui, Zuo, Yang, Zixuan, Jiang, Hongzhou. Sharp interface immersed boundary method for simulating three-dimensional swimming fish. ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS[J]. 2020, 第 2 作者14(1): 534-544, https://doaj.org/article/67645d09c83b4e05a290a30857899036.
[29] Yang, Bowen, Jin, Guodong, Wu, Ting, Yang, Zixuan, He, Guowei. Numerical implementation and evaluation of resolvent-based estimation for space-time energy spectra in turbulent channel flows. ACTA MECHANICA SINICA[J]. 2020, 第 4 作者  通讯作者  36(4): 775-788, http://lib.cqvip.com/Qikan/Article/Detail?id=7102889352.
[30] Yang, Zixuan, Chai, Xiujuan, Wang, Ruiping, Guo, Weijun, Wang, Weixuan, Pu, Li, Chen, Xilin, IEEE. PRIOR KNOWLEDGE GUIDED SMALL OBJECT DETECTION ON HIGH-RESOLUTION IMAGES. 2019IEEEINTERNATIONALCONFERENCEONIMAGEPROCESSINGICIP. 2019, 第 1 作者  通讯作者  86-90, 
[31] Deng, BingQing, Yang, Zixuan, Xuan, Anqing, Shen, Lian. Influence of Langmuir circulations on turbulence in the bottom boundary layer of shallow water. JOURNAL OF FLUID MECHANICS[J]. 2019, 第 2 作者861: 275-308, https://www.webofscience.com/wos/woscc/full-record/WOS:000527261700017.
[32] ZixuanYang,ZuoCui,ShizhaoWang. A new numerical framework for large-eddy simulation of waves generated by objects piercing water surface. Theoretical and Applied Mechanics Letters[J]. 2019, 9(2): 79-83, http://taml.cstam.org.cn:80/article/doi/10.1016/j.taml.2019.02.003?pageType=en.
[33] Zixuan Yang, Calderer, Antoni, He, Sida, Sotiropoulos, Fotis, Krishnamurthy, Raghavendra, Leo, Laura S, Fernando, Harindra J S, Hocut, Christopher M, Shen, Lian. Measurement-Based Numerical Study of the Effects of Realistic Land Topography and Stratification on the Coastal Marine Atmospheric Surface Layer. BOUNDARY-LAYER METEOROLOGY[J]. 2019, 第 1 作者171(2): 289-314, https://www.webofscience.com/wos/woscc/full-record/WOS:000463665400008.
[34] Yang, Zixuan, Deng, BingQing, Wang, BingChen, Shen, Lian. Letter: The effects of streamwise system rotation on pressure fluctuations in a turbulent channel flow. PHYSICS OF FLUIDS[J]. 2018, 第 1 作者30(9): https://www.webofscience.com/wos/woscc/full-record/WOS:000446155900001.
[35] Yang, Zixuan, Deng, BingQing, Shen, Lian. Direct numerical simulation of wind turbulence over breaking waves. JOURNAL OF FLUID MECHANICS[J]. 2018, 第 1 作者850: 120-155, https://www.webofscience.com/wos/woscc/full-record/WOS:000437912100001.
[36] 杨子轩. Capturing Taylor-Görtler vortices in a streamwise-rotating channel at very high rotation numbers. Journal of Fluid Mechanics. 2018, 第 1 作者
[37] Cui, Z, Yang, Z, Shen, L, Jiang, H Z. Complex modal analysis of the movements of swimming fish propelled by body and/or caudal fin. WAVE MOTION[J]. 2018, 78: 83-97, http://dx.doi.org/10.1016/j.wavemoti.2018.01.001.
[38] Oskouie, Shahin N, Yang, Zixuan, Wang, BingChen. Study of passive plume mixing due to two line source emission in isotropic turbulence. PHYSICS OF FLUIDS[J]. 2018, 第 2 作者30(7): https://www.webofscience.com/wos/woscc/full-record/WOS:000440587100028.
[39] Yang, Zixuan, Wang, BingChen. Capturing Taylor-Gortler vortices in a streamwise-rotating channel at very high rotation numbers. JOURNAL OF FLUID MECHANICS[J]. 2018, 第 1 作者838: 658-689, https://www.webofscience.com/wos/woscc/full-record/WOS:000422929900001.
[40] Cui, Zuo, Yang, Zixuan, Jiang, HongZhou, Huang, WeiXi, Shen, Lian. A Sharp-Interface Immersed Boundary Method for Simulating Incompressible Flows with Arbitrarily Deforming Smooth Boundaries. INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS[J]. 2018, 第 2 作者15(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000411899500008.
[41] Yang, Zixuan, Calderer, Antoni, He, Sida, Sotiropoulos, Fotis, Doyle, James D, Flagg, David D, MacMahan, Jamie, Wang, Qing, Haus, Brian K, Graber, Hans C, Shen, Lian. Numerical Study on the Effect of Air-Sea-Land Interaction on the Atmospheric Boundary Layer in Coastal Area. ATMOSPHERE[J]. 2018, 第 1 作者9(2): https://doaj.org/article/06b4a0f56757477688e0f0a98b84e4b8.
[42] Tang, Shuai, Yang, Zixuan, Liu, Caixi, Dong, YuHong, Shen, Lian. Numerical Study on the Generation and Transport of Spume Droplets in Wind over Breaking Waves. ATMOSPHERE[J]. 2017, 第 2 作者8(12): http://www.corc.org.cn/handle/1471x/2196904.
[43] 杨子轩. Large-eddy simulation of highly-disturbed flow and structures in a square duct roughened with perpendicular and V-shaped ribs. Physics of Fluids. 2017, 第 1 作者
[44] Yang, Zixuan, Lu, XinHua, Guo, Xin, Liu, Yi, Shen, Lian. Numerical simulation of sediment suspension and transport under plunging breaking waves. COMPUTERS & FLUIDS[J]. 2017, 第 1 作者158: 57-71, http://dx.doi.org/10.1016/j.compfluid.2017.03.014.
[45] Fang, Xingjun, Yang, Zixuan, Wang, BingChen, Bergstrom, Donald J. Direct numerical simulation of turbulent flow in a spanwise rotating square duct at high rotation numbers. INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW[J]. 2017, 第 2 作者63: 88-98, http://dx.doi.org/10.1016/j.ijheatfluidflow.2016.05.011.
[46] Yang, Zixuan, Wang, BingChen. On the topology of the eigenframe of the subgrid-scale stress tensor. JOURNAL OF FLUID MECHANICS[J]. 2016, 第 1 作者798: 598-627, https://www.webofscience.com/wos/woscc/full-record/WOS:000377447400027.
[47] Yang, Z X, Cui, G X, Zhang, Z S, Xu, C X. A modified nonlinear sub-grid scale model for large eddy simulation with application to rotating turbulent channel flows. PHYSICS OF FLUIDS[J]. 2012, 24(7): https://www.webofscience.com/wos/woscc/full-record/WOS:000308406000042.

我的研究小组有两名博士后，两名博士生，三名联合培养博士生，三名硕士生，一名联合培养硕士生，主要从事两相湍流的数值模拟研究，开发了高保真度两相流仿真平台Computational Air-Sea Tank（CAS-Tank）。该平台可以精细捕捉水、气两相界面，例如下图图片中展示的波浪破碎、射流、气泡湍流等问题的精细模拟

         

CAS-Tank也支持复杂几何体和动物体与流场的相互作用，例如下图中的舰艇绕流、圆柱尾流、螺旋桨尾流引起的破碎波等问题

       

温度、盐度、湿度等问题也可以和速度场耦合求解，例如下面图中展示的波浪破碎时的温度场模拟、舰艇在水中航行时引起的内波尾迹、水滴在下落时的蒸发等问题

    

• 点击这里可以看到以上模拟的动画视频
• 以上链接如果打开异常也可点击这里，然后点全部播放。

（ 1 ） 湍流与破碎波相互作用的大涡模拟研究, 主持, 国家级, 2020-01--2023-12
（ 2 ） 大涡模拟方法和湍流噪声预测研究, 主持, 国家级, 2019-04--2024-03
（ 3 ） 表面波和内波相互作用的高保真度数值模拟方法研究, 主持, 国家级, 2020-11--2023-11
（ 4 ） 国家引才计划, 主持, 国家级, 2021-04--2024-04