杨晓雷 (Xiaolei Yang),研究员 (Professor), 中国科学院力学研究所 (Institute of Mechanics, Chinese Academy of Sciences)

电子邮件 (Email): xyang@imech.ac.cn

ORCID: https://orcid.org/0000-0002-2606-0672; Google Scholar: https://scholar.google.com/citations?user=qiG-0OsAAAAJ&hl=en

教育背景 (Education Background)

2004-09~2010-07, 中国科学院大学 (University of Chinese Academy of Sciences), 理学博士 (Ph.D.)

2000-09~2004-07, 兰州大学 (Lanzhou University), 大学本科 (B.S.)

科学研究 (Research)

以大规模并行计算为主要手段,我们关注可再生能源和人类健康等领域的流体力学问题。目前的研究方向如下:

With massively parallel computing as the major tool, we are concerned about fluid mechanics problems in areas such as renewable energy and human health. The current research directions are listed as follows:


1. 工程湍流的模型与计算方法 (Models and computational methods for tackling turbulent flows in engineering)


2. 风能中的湍流问题 (Turbulent flow problems in wind energy)


3. 人类健康中的流体力学问题 (Fluid mechanics in human health)


4. 螺旋桨湍流绕流 (Turbulent flows over propeller)

教授课程 (Teaching)

纽约州立大学石溪分校 (Stony Brook University)

1. MEC 102: Engineering Computing and Problem Solving, 2018, 2019 Spring

2. MEC 510: Object-Oriented Programming for Scientists and Engineers, 2016, 2017, 2018 Fall

3. MEC 524: Computational Methods for Fluid Mechanics and Heat Transfer, 2017 Spring

4. MEC 596: Projects in Mechanical Engineering, 2019 Spring


学术论文/论著 (Publications)

Journal Papers (∗ for corresponding author) 

  1. Li S., Yang∗, X., Jin, G. & He G. (2021). Wall-resolved large-eddy simulation of turbulent channel flows with rough walls. Theoretical & Applied Mechanics Letters. 

  2. Yang, X., Milliren, C., Kistner, M., Hogg, C., Marr, J., Shen, L. and Sotiropoulos∗, F. (2021). High- fidelity simulations and field measurements for characterizing wind fields in a utility-scale wind farm.Applied Energy, 281, 116115. 

  3. Khosronejad∗, A., Herb, W., Sotiropoulos, F., Kang, S., & Yang, X. (2021). Assessment of Parshall flumes for discharge measurement of open-channel flows: A comparative numerical and field case study.Measurement, 167, 108292. 

  4. Wu, C., Yang∗, X. and Zhu, Y. (2021). On the design of potential turbine positions for physics- informed optimization of wind farm layout. Renewable Energy, 164, 1108–1120. 

  5. Li, Z., Wang, H., Zhang, X., Wu, T., & Yang∗, X. (2020). Effects of space sizes on the dispersion of cough-generated droplets from a walking person. Physics of Fluids , 32(12), 121705. (Featured article; Reported by 51 news outlets including Reuters and U.S. News.)

  6. Chen, Y., Yang∗, X., Iskander, A.J. & Wang, P. (2020). On the flow characteristics in different carotid arteries. Physics of Fluids, 32(10), 101902. (Editor’s pick)

  7. Liao, F., Yang∗, X., Wang, S. and He, G. (2020). Grid-dependence study for simulating propeller crashback using large-eddy simulation with immersed boundary method. Ocean Engineering, 218, 108211. 

  8. Yang, X., Foti, D., Kelley, C., Maniaci, D. and Sotiropoulos∗, F., 2020. Wake statistics of different- scale wind turbines under turbulent boundary layer inflow. Energies, 13(11), p.3004. 

  9. Li, Z. and Yang∗, X. (2020). Evaluation of actuator disk model relative to actuator surface model for predicting utility-scale wind turbine wakes. Energies, 13(14), 3574. 

  10. Zhou, Z., Wang, S., Yang, X. and Jin∗, G. (2020). A structural subgrid-scale model for the collision- related statistics of inertial particles in large-eddy simulations of isotropic turbulent flows. Physics of Fluids, 32(9), 095103. 

  11. Liao, F., Wang, S., Yang∗, X., & He, G. (2020). A simulation-based actuator surface parameterization for large-eddy simulation of propeller wakes. Ocean Engineering, 199, 107023. 

  12. Iskander∗, A. J., Naftalovich, R., & Yang, X. (2020). The carotid sinus acts as a mechanotransducer of shear oscillation rather than a baroreceptor. Medical hypotheses, 134, 109441. 

  13. Yang, X., & Sotiropoulos∗, F. (2019). A Review on the Meandering of Wind Turbine Wakes. Energies, 12(24), 4725. 

  14. Foti, D., Yang, X., Shen, L., & Sotiropoulos∗, F. (2019). Effect of wind turbine nacelle on turbine wake dynamics in large wind farms. Journal of Fluid Mechanics, 869, 1-26. 

  15. Yang, X., & Sotiropoulos∗, F. (2019). On the dispersion of contaminants released far upwind of a cubical building for different turbulent inflows. Building and Environment, 154, 324-335. 

  16. Shi, B., Yang, X., Jin, G., He, G., & Wang∗, S. (2019). Wall-modeling for large-eddy simulation of flows around an axisymmetric body using the diffuse-interface immersed boundary method. Applied Mathematics and Mechanics, 40, 305-320. 

  17. Yang, X., & Sotiropoulos∗, F. (2019). Wake characteristics of a utility-scale wind turbine under coherent inflow structures and different operating conditions. Physical Review Fluids, 4(2), 024604.

  18. Yang, X., Pakula, M., & Sotiropoulos∗, F. (2018). Large-eddy simulation of a utility-scale wind farm in complex terrain. Applied energy, 229, 767-777. 

  19. Foti, D., Yang, X., Campagnolo, F., Maniaci, D., & Sotiropoulos∗, F. (2018). Wake meandering of a model wind turbine operating in two different regimes. Physical Review Fluids, 3(5), 054607. 

  20. Foti, D., Yang, X., & Sotiropoulos∗, F. (2018). Similarity of wake meandering for different wind turbine designs for different scales. Journal of Fluid Mechanics, 842, 5-25. 

  21. Yang, X., & Sotiropoulos∗, F. (2018). A new class of actuator surface models for wind turbines. Wind Energy, 21(5), 285-302. 

  22. Yang, X., Khosronejad, A., & Sotiropoulos∗, F. (2017). Large-eddy simulation of a hydrokinetic turbine mounted on an erodible bed. Renewable Energy, 113, 1419-1433. 

  23. Foti, D., Yang, X., Campagnolo, F., Maniaci, D., & Sotiropoulos∗, F. (2017). On the use of spires for generating inflow conditions with energetic coherent structures in large eddy simulation. Journal ofTurbulence, 18(7), 611-633. 

  24. Chawdhary, S., Hill, C., Yang, X., Guala, M., Corren, D., Colby, J., & Sotiropoulos∗, F. (2017). Wake characteristics of a TriFrame of axial-flow hydrokinetic turbines. Renewable Energy, 109, 332-345. 

  25. Foti, D., Yang, X., & Sotiropoulos∗, F. (2017). Uncertainty quantification of infinite aligned wind farm performance using non-intrusive polynomial chaos and a distributed roughness model. Wind Energy, 20(6), 945-958. 

  26. Khosronejad, A., Le, T., DeWall, P., Bartelt, N., Woldeamlak, S., Yang, X., & Sotiropoulos∗, F. (2016). High-fidelity numerical modeling of the Upper Mississippi River under extreme flood condition. Advances in water resources, 98, 97-113. 

  27. Foti, D., Yang, X., Guala, M., & Sotiropoulos∗, F. (2016). Wake meandering statistics of a model wind turbine: Insights gained by large eddy simulations. Physical Review Fluids, 1(4), 044407. 

  28. Yang, X., Hong, J., Barone, M., & Sotiropoulos∗, F. (2016). Coherent dynamics in the rotor tip shear layer of utility-scale wind turbines. Journal of Fluid Mechanics, 804, 90-115.

  1. Yang, X., & Sotiropoulos∗, F. (2016). Analytical model for predicting the performance of arbitrary size and layout wind farms. Wind Energy, 19(7), 1239-1248. 

  2. Yang, X., Howard, K. B., Guala, M., & Sotiropoulos∗, F. (2015). Effects of a three-dimensional hill on the wake characteristics of a model wind turbine. Physics of Fluids, 27(2), 025103. 

  3. Yang, X., Sotiropoulos∗, F., Conzemius, R. J., Wachtler, J. N., & Strong, M. B. (2015). Large?eddy simulation of turbulent flow past wind turbines/farms: the Virtual Wind Simulator (VWiS). Wind Energy, 18(12), 2025-2045. 

  4. Kang, S., Yang, X., & Sotiropoulos∗, F. (2014). On the onset of wake meandering for an axial flow turbine in a turbulent open channel flow. Journal of Fluid Mechanics, 744, 376-403. l

  5. Sotiropoulos∗, F., & Yang, X. (2014). Immersed boundary methods for simulating fluid?structure interaction. Progress in Aerospace Sciences, 65, 1-21. (Highly cited)

  6. Yang, X., Kang, S., & Sotiropoulos∗, F. (2012). Computational study and modeling of turbine spacing effects in infinite aligned wind farms. Physics of Fluids, 24(11), 115107. 

  7. Yang, X., He∗, G., & Zhang, X. (2010). Large-eddy simulation of flows past a flapping airfoil using immersed boundary method. Science China Physics, Mechanics and Astronomy, 53(6), 1101-1108.

  8. Yang, X., Zhang, X., Li, Z., & He∗, G. W. (2009). A smoothing technique for discrete delta func- tions with application to immersed boundary method in moving boundary simulations. Journal of Computational Physics, 228(20), 7821-7836. 

Refereed Conference Proceedings 

  1. Yang, X. (2020). Towards the development of a wake meandering model based on neural networks. In Journal of Physics: Conference Series (Vol. 1618, No. 6, p. 062026). IOP Publishing. 

  2. Yang, X. and Sotiropoulos, F. (2017), Coordinated turbine control through axial-induction factor: wake characteristics and wind farm power optimization. WindTech 2017, October 24-26, 2017, Boulder, Colorado, USA. 

  3. Yang X., Khosronejad A., Chawdhary S., Calderer A., Angelidis D., Shen L. and Sotiropoulos F. (2015). Simulation-based approach for site-specific optimization of marine and hydrokinetic energy conversion systems. E-proceedings of the 36th IAHR World Congress, 28 June-3 July, 2015, The Hague, the Netherlands.

  4. Yang X., Boomsma A., Sotiropoulos F., Kelley C., Maniaci D. and Resor B. (2015). Effects of spanwise blade load distribution on wind turbine wake evolution. Proceedings of the AIAA SciTech 33rd Wind Energy Symposium. AIAA 2015-0492. 

  5. Yang X. and Sotiropoulos, F. (2014). LES investigation of infinite staggered wind-turbine arrays. In Journal of Physics: Conference Series (Vol. 555, No. 1, p. 012109). IOP Publishing. 

  6. Yang X., Annoni, J., Seiler, P. and Sotiropoulos, F. (2014). Modeling the effect of control on the wake of a utility-scale turbine via large-eddy simulation. In Journal of Physics: Conference Series (Vol. 524, No. 1, p. 012180). IOP Publishing. 

  7. Yang, X., Boomsma, A., Barone, M. and Sotiropoulos, F. (2014). Wind turbine wake interactions at field scale: An LES study of the SWiFT facility. In Journal of Physics: Conference Series (Vol. 524, No. 1, p. 012139). IOP Publishing. 

  8. Yang X., Kang S., Khosronejad A. and Sotiropoulos F. (2013). Towards Simulation of Hydrokinetic Turbine Arrays with Sediment Transport in Natural Waterways. Proceedings of 2013 IAHR Congress. Tsinghua University Press, Beijing.

  9. Yang X. and Sotiropoulos F. (2013). On the predictive capabilities of LES-actuator disk model in simulating turbulence past wind turbines and farms. In American Control Conference (ACC), 2013 (pp. 2878-2883). IEEE. 

  10. Yang X, Kang S. and Sotiropoulos F. (2013). Toward a simulation-based approach for optimizing MHK turbine arrays in natural waterways. In Proceedings of the 1st Marine Energy Technology Symposium. METS, 2013. April 10-11, 2013, Washington, D.C.

  11. Yang X., He G. W. and Zhang X. (2010). Towards large-eddy simulation of turbulent flows with complex geometric boundaries using immersed boundary method. In 48th AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition (AIAA-2010-708).




学生/博士后 (Students and Postdocs)

   
研究生 (Graduate Students))

博士研究生 (Ph.D. Student)

董国丹 (Guodan Dong),2020,叶片设计与风电场湍流 (Wind turbine blade design and wind farm turbulence)


硕士研究生 (Master Student)

李世隆 (Shilong Li),2018, 与何国威研究员、晋国栋研究员合作指导 (with Professor Guowei He and Guodong Jin),复杂壁湍流 (Complex wall turbulence)

陈丹阳 (Danyang Chen),2020

刘晓豪 (Xiaohao Liu),2020

特别研究助理/博士后 (Special Research Assistant/Postdoc)

在站博士后/特别研究助理 (Current postdocs)

李曌斌 (Zhaobin Li), 2019/10-,海上风电中的湍流问题 (Turbulent flow problems in offshore wind energy)

周志登 (Zhideng Zhou), 2020/01-,非平衡湍流的大涡模拟壁模型和机器学习 (Non-equilibrium large-eddy simulation wall models and machine learning)

秦建华 (Jianhua Qin), 2020/11-,颗粒解析的颗粒两相流计算方法及其应用 (Computational method for particle-reolsved particulate flows and its applications)


出站博士后/特别研究助理 (Previous postdocs)

廖飞, 2019/09-2020/09,与何国威研究员合作指导 (with Professor Guowei He),螺旋桨水动力学方向 (Hydrodynamics of marine propeller),现任职于西北工业大学 (now at Northwestern Polytechnical University)

本科生 (Undergraduate Students)

陈与 (Yu Chen), 2020, 本科毕业论文 (Bachelors dissertation),兰州大学 (Lanzhou University),“颈动脉血液流动的流场分析”,related work published in Physics of Fluids (Editor's pick)

寿泽冰 (Zebing, Shou), 2020, 本科毕业论文 (Bachelors dissertation),中国科学院大学 (University of Chinese Academy of Sciences),“不同形状钝体尾迹的数值模拟和POD模态分析”

吴楚畋 (Chutian, Wu), 2020, 本科毕业论文 (Bachelors dissertation),华中科技大学 (Huazhong University of Science and Technology),“风机尾迹湍流与位置优化”,related work published in Renewable Energy

张风顺 (Fengshun Zhang), 2021, 本科毕业论文 (Bachelors dissertation),兰州大学 (Lanzhou University),“槽道湍流大涡模拟壁模型的机器学习研究”