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Journal Articles

Data-knowledge-driven dynamic stall modeling guided by stall patterns and semi-empirical model

Zijie Shi (史子颉), Chuanqiang Gao (高传强), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 37, 045106 (2025)
https://doi.org/10.1063/5.0263116
Published: April 2025
View articletitled, Data-knowledge-driven dynamic stall modeling guided by stall patterns and semi-empirical model
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Journal Articles

New interpretation for error propagation of data-driven Reynolds stress closures via global stability analysis

Xianglin Shan, Wenbo Cao, Weiwei Zhang
Journal: Physics of Fluids
Physics of Fluids 37, 025217 (2025)
https://doi.org/10.1063/5.0252753
Published: February 2025
View articletitled, New interpretation for error propagation of data-driven Reynolds stress closures via global stability analysis
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Journal Articles

Solving parametric high-Reynolds-number wall-bounded turbulence around airfoils governed by Reynolds-averaged Navier–Stokes equations using time-stepping-oriented neural network

Wenbo Cao (曹文博), Xianglin Shan (单湘淋), Shixiang Tang (唐诗翔), Wanli Ouyang (欧阳万里), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 37, 015151 (2025)
https://doi.org/10.1063/5.0245918
Published: January 2025
View articletitled, Solving parametric high-Reynolds-number wall-bounded turbulence around airfoils governed by Reynolds-averaged Navier–Stokes equations using time-stepping-oriented neural network
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Journal Articles

Rotationary feedback control of the cylinder wake flow using a linear dynamic model

Xintao Li (李新涛), Yuping Luo (罗宇萍), Xiao Liang (梁骁), Mingwei Ge (葛铭纬), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 123609 (2024)
https://doi.org/10.1063/5.0240443
Published: December 2024
View articletitled, Rotationary feedback control of the cylinder wake flow using a linear dynamic model
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Journal Articles

Quantum confinement and energy filtering effect enhancing the thermoelectric power factor of InGaAs with buried ErAs nanoparticles

Ting Meng, Xiwen Zhang, Jinshan Yao, Weiwei Zhang, Hongmei Zhong, Hongda Zhu, Yiyuan Zhang, Hui Zhang, Peng Zhang, Hong Lu, Yang Zhao
Journal: Applied Physics Letters
Appl. Phys. Lett. 125, 044003 (2024)
https://doi.org/10.1063/5.0213563
Published: July 2024
View articletitled, Quantum confinement and energy filtering effect enhancing the thermoelectric power factor of InGaAs with buried ErAs nanoparticles
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Journal Articles

Suppression of oscillatory fluid forces in cylinder wake: Optimal jet control position designed through resolvent analysis

Rongchi Ma (马榕池), Chuanqiang Gao (高传强), Kai Ren (任凯), Hao Yuan (袁昊), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 073622 (2024)
https://doi.org/10.1063/5.0219476
Published: July 2024
View articletitled, Suppression of oscillatory fluid forces in cylinder wake: Optimal jet control position designed through resolvent analysis
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Journal Articles

Prediction model of aircraft hinge moment: Compressed sensing based on proper orthogonal decomposition

Qiao Zhang (张巧), Xuan Zhao (赵旋), Kai Li (李凯), Xinwu Tang (唐新武), Jifei Wu (吴继飞), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 076102 (2024)
https://doi.org/10.1063/5.0214653
Published: July 2024
View articletitled, Prediction model of aircraft hinge moment: Compressed sensing based on proper orthogonal decomposition
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Journal Articles

Fast fluid–structure interaction simulation method based on deep learning flow field modeling

Jiawei Hu (胡佳伟), Zihao Dou (豆子皓), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 045106 (2024)
https://doi.org/10.1063/5.0200188
Published: April 2024
View articletitled, Fast fluid–structure interaction simulation method based on deep learning flow field modeling
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Journal Articles

A novel accelerated convergence method for solving adjoint equations based on modal reduction

Xintao Li (李新涛), Wengang Chen (陈文纲), Wenkai Yang (杨文凯), Hongyu Zheng (郑鸿宇), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 031706 (2024)
https://doi.org/10.1063/5.0199352
Published: March 2024
View articletitled, A novel accelerated convergence method for solving adjoint equations based on modal reduction
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Journal Articles

A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation

Wenbo Cao (曹文博), Jiahao Song (宋家豪), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 027134 (2024)
https://doi.org/10.1063/5.0188665
Published: February 2024
View articletitled, A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation
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Journal Articles

An experimental instrument for solidification and in situ characterization of the nucleation behavior of high-melting metal under a high magnetic field

Zhipeng Long, Shiwei Lu, Jiantao Wang, Weiwei Zhang, Siyuan Yang, Long Hou, Xing Yu, Xi Li
Journal: Review of Scientific Instruments
Rev. Sci. Instrum. 95, 023901 (2024)
https://doi.org/10.1063/5.0177155
Published: February 2024
View articletitled, An experimental instrument for solidification and in situ characterization of the nucleation behavior of high-melting metal under a high magnetic field
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Includes: Supplementary data
Journal Articles

Adaptive control of transonic buffet and buffeting flow with deep reinforcement learning

Kai Ren (任凯), Chuanqiang Gao (高传强), Neng Xiong (熊能), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 36, 016143 (2024)
https://doi.org/10.1063/5.0189662
Published: January 2024
View articletitled, Adaptive control of transonic buffet and buffeting flow with deep reinforcement learning
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Journal Articles

Open-loop flow control design guided by the amplitude-frequency characteristics of the reduced-order model

Xinyu Yang (杨新宇), Chuanqiang Gao (高传强), Kai Ren (任凯), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 35, 123612 (2023)
https://doi.org/10.1063/5.0176247
Published: December 2023
View articletitled, Open-loop flow control design guided by the amplitude-frequency characteristics of the reduced-order model
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Journal Articles

Experimental investigation on the nodal-shaped oscillation in vortex-induced vibration of a rectangular cylinder

Zhen Lyu (吕振), H. D. Lim, Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 35, 117102 (2023)
https://doi.org/10.1063/5.0163347
Published: November 2023
View articletitled, Experimental investigation on the nodal-shaped oscillation in vortex-induced vibration of a rectangular cylinder
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Journal Articles

Resolvent and dynamic mode analysis of flow past a square cylinder at subcritical Reynolds numbers

Hao Yuan (袁昊), Jiaqing Kou (寇家庆), Chuanqiang Gao (高传强), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 35, 071706 (2023)
https://doi.org/10.1063/5.0160274
Published: July 2023
View articletitled, Resolvent and dynamic mode analysis of flow past a square cylinder at subcritical Reynolds numbers
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Journal Articles

Numerical design of surface magneto-plasmon sensors of Au/Co double-layer square arrayed nanopores on the continuous gold thin film

Chang Zhang, Xiaojian Cui, Weiwei Zhang, Ruixue Zhu, Yujun Song
Journal: Journal of Applied Physics
J. Appl. Phys. 134, 024301 (2023)
https://doi.org/10.1063/5.0155127
Published: July 2023
View articletitled, Numerical design of surface magneto-plasmon sensors of Au/Co double-layer square arrayed nanopores on the continuous gold thin film
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Journal Articles

Large redshift in photoluminescence of InAs/AlAs short-period superlattices due to highly ordered lateral composition modulation

Jinshan Yao, Jiayi Li, Qihang Zhang, Zongyan Zuo, Weiwei Zhang, Wenyang Wang, Chen Li, Baile Chen, Yu Deng, Xuejin Zhang, Hong Lu, Yan-Feng Chen
Journal: Journal of Vacuum Science & Technology A
J. Vac. Sci. Technol. A 41, 042705 (2023)
https://doi.org/10.1116/6.0002748
Published: June 2023
View articletitled, Large redshift in photoluminescence of InAs/AlAs short-period superlattices due to highly ordered lateral composition modulation
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Includes: Supplementary data
Journal Articles

Fast aerodynamics prediction of laminar airfoils based on deep attention network

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Kuijun Zuo (左奎军), Zhengyin Ye (叶正寅), Weiwei Zhang (张伟伟), Xianxu Yuan (袁先旭), Linyang Zhu (朱林阳)
Journal: Physics of Fluids
Physics of Fluids 35, 037127 (2023)
https://doi.org/10.1063/5.0140545
Published: March 2023
View articletitled, Fast aerodynamics prediction of laminar airfoils based on deep attention network
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Journal Articles

A novel convergence enhancement method based on online dimension reduction optimization

Wenbo Cao (曹文博), Yilang Liu (刘溢浪), Xianglin Shan (单湘淋), Chuanqiang Gao (高传强), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 35, 036124 (2023)
https://doi.org/10.1063/5.0138863
Published: March 2023
View articletitled, A novel convergence enhancement method based on online dimension reduction optimization
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Journal Articles

A unified method of data assimilation and turbulence modeling for separated flows at high Reynolds numbers

Zhiyuan Wang (王志远), Weiwei Zhang (张伟伟)
Journal: Physics of Fluids
Physics of Fluids 35, 025124 (2023)
https://doi.org/10.1063/5.0136420
Published: February 2023
View articletitled, A unified method of data assimilation and turbulence modeling for separated flows at high Reynolds numbers
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