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Guowei Yang

Key Laboratory for Mechanics in Fluid Solid Coupling Systems

23H-index
186Paper Count
1.9KCitation Count
Published Papers 59
Publication Date
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A comparative study of preprocessing methods for physics-informed neural networks in fluid mechanics
errActa Mechanica Sinica
IF4.6
err2026-07-04
err0
PREAI
errShengbo Li; Yuanjun Dai; Zhenxu Sun; Dilong Guo; Guowei Yang
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Data-Driven Adaptive Control of Transonic Buffet via Localized Morphing Skin
errAerospace
IF2.2
err2025-12-30
err0
errOAAI
errZhang, Yuchen; Wei, Lianyi; Jin, Yiqiu; Tang, Han; Zheng, Guannan; Yang, Guowei
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Optimizing Parameters of Marine Hydrodynamic Models Based on AFS Theory and PCA
errWater 2025, Vol. 17, Page 3089
IF3
err2025-10-29
err0
errOAAI
errYangxin Zhang; Jiangmei Zhang; Xinghua Feng; Haolin Liu; Guowei Yang; Tuantuan Liu; Yongzhuo Liu; Jiaze Li
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errSave
Robustness and efficiency of encapsulated selective frequency damping using different operator-splitting schemes: Application to laminar cylinder flow and transonic buffet
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-07-01
err0
PREAI
errWei, Lianyi; Zheng, Guannan; Nie, Xueyuan; Lv, Jinan; Huang, Chengde; Lu, Weishuang; Zhang, Yuchen; Yang, Guowei
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errSave
On the preprocessing of physics-informed neural networks: How to better utilize data in fluid mechanics
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-05-01
err0
PREAI
errXu, Shengfeng; Dai, Yuanjun; Yan, Chang; Sun, Zhenxu; Huang, Renfang; Guo, Dilong; Yang, Guowei
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errSave
A compressed sensing based framework for surface pressure field reconstruction from sparse measurement
errPHYSICS OF FLUIDS
IF4.3
err2025-04-10
err0
PREAI
errQiu, Wei; Sun, Zhenxu; Wang, Junxiang; Bai, Ye; Yao, Shuanbao; Guo, Dilong; Yang, Guowei
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External Beam Radiation therapy After Transarterial Chemoembolization Versus Transarterial Chemoembolization Alone for Treatment of Inoperable Hepatocellular Carcinoma: A Randomized Phase 3 Trial
errINTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
IF6.5
err2025-02-01
err0
PREAI
errChen, Yixing; Hu, Yong; Shen, Jie; Du, Shisuo; Yan, Jing; Zhou, Leyuan; Wang, Zhe; Lu, Haijie; Xiao, Lei; Yang, Ping; Zhu, Wenchao; Wang, Jun; Yang, Guowei; Luo, Jianfeng; Liu, Rong; Zeng, Zhaochong
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Single-mode flutter analysis of drag reduction spike by parameterized eigenvalue method and energy method
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-12-01
err1
PREAI
errHuang, Chengde; Chen, Xiangyan; Nie, Xueyuan; Zheng, Guannan; Yang, Guowei
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A framework of data assimilation for wind flow fields by physics-informed neural networks
errAPPLIED ENERGY
IF11
err2024-10-01
err0
errOAAI
errYan, Chang; Xu, Shengfeng; Sun, Zhenxu; Lutz, Thorsten; Guo, Dilong; Yang, Guowei
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errSave
Aero-propulsive coupling modeling and dynamic stability analysis of distributed electric propulsion tandem-wing UAV with rapid ascent capability
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-10-01
err1
PREAI
errQin, Jiachen; Zhou, Zhou; Yang, Guowei; Shao, Zhuang; Zong, Jia
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errSave
A high-efficiency sharp-interface immersed boundary method based on multi-linear interpolation
errPHYSICS OF FLUIDS
IF4.3
err2024-09-24
err0
PREAI
errHao, Zhanzhou; Yin, Bo; Xu, Mengfan; Yang, Guowei
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errSave
Data-driven learning algorithm to predict full-field aerodynamics of large structures subject to crosswinds
errPHYSICS OF FLUIDS
IF4.3
err2024-05-02
err0
PREAI
errChen, Xianjia; Yin, Bo; Yuan, Zheng; Yang, Guowei; Li, Qiang; Sun, Shouguang; Wei, Yujie
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errSave
A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system
errACTA MECHANICA SINICA
IF4.6
err2024-01-10
err1
PREAI
errZhang, Mohan; Yin, Bo; Sun, Zhenxu; Bai, Ye; Yang, Guowei
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errSave
Drag reduction using riblets downstream of a high Reynolds number inclined forward step flow
errPHYSICS OF FLUIDS
IF4.3
err2023-12-28
err2
errOAAI
errWang, Yeteng; Sun, Zhenxu; Ju, Shengjun; Guo, Dilong; Yin, Bo; Pan, Boyu; Nan, Kaiwei; Yang, Guowei
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errSave
Study on mathematical model construction of typical gorge wind field
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2023-08-23
err1
errOAAI
errCheng, Jionghao; Sun, Zhenxu; Ju, Shengjun; Yang, Guowei; Mao, Jun; Guo, Dilong
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errSave
Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2023-07-20
err3
errOAAI
errWang, Yeteng; Sun, Zhenxu; Ju, Shengjun; Guo, Dilong; Yang, Guowei
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errSave
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
errPHYSICS OF FLUIDS
IF4.3
err2023-06-28
err10
errOAAI
errXu, Shengfeng; Yan, Chang; Zhang, Guangtao; Sun, Zhenxu; Huang, Renfang; Ju, Shengjun; Guo, Dilong; Yang, Guowei
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errSave
Prediction of coupling effect between pantograph and tunnel resulting from car body vibration using an aerodynamic and multi-body dynamic coupling approach
errVEHICLE SYSTEM DYNAMICS
IF3.9
err2023-05-01
err0
PREAI
errJi, Zhanling; Guo, Yi; Guo, Dilong; Yang, Guowei; Mao, Jun
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errSave
Exploring hidden flow structures from sparse data through deep-learning-strengthened proper orthogonal decomposition
errPHYSICS OF FLUIDS
IF4.3
err2023-03-15
err11
PREAI
errYan, Chang; Xu, Shengfeng; Sun, Zhenxu; Guo, Dilong; Ju, Shengjun; Huang, Renfang; Yang, Guowei
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errSave
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2022-11-16
err6
errOAAI
errChen, Dawei; Sun, Zhenxu; Yao, Shuanbao; Xu, Shengfeng; Yin, Bo; Guo, Dilong; Yang, Guowei; Ding, Sansan
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Research Directions

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Co-authors
Cooperation Journals
刘
刘雯 (Wen Liu)
H-index: 81 · Papers: 773
D
Duo Li
H-index: 73 · Papers: 921
Y
Yujie Wei
H-index: 61 · Papers: 404
Q
Qingsheng Wu
H-index: 52 · Papers: 300
刘成辉 cover
刘成辉 (Chenghui Liu)
H-index: 48 · Papers: 238
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