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中国科学院力学研究所机构知识库
Knowledge Management System of Institue of Mechanics, CAS
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Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
Authors:
Xu SF(许盛峰)
;
Yan C(闫畅)
;
Zhang, Guangtao
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
;
Ju SJ(鞠胜军)
;
Guo DL(郭迪龙)
;
Yang GW(杨国伟)
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Submit date:2023/09/05
Exploring hidden flow structures from sparse data through deep learning strengthened proper orthogonal decomposition
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 3, 页码: 37119
Authors:
Yan C(闫畅)
;
Xu SF(许盛峰)
;
Sun ZX(孙振旭)
;
Guo DL(郭迪龙)
;
Ju SJ(鞠胜军)
;
Huang RF(黄仁芳)
;
Yang GW(杨国伟)
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Submit date:2023/04/20
A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network
期刊论文
ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 3, 页码: 322302
Authors:
Xu SF(许盛峰)
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
;
Guo DL(郭迪龙)
;
Yang GW(杨国伟)
;
Ju SJ(鞠胜军)
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Submit date:2023/04/20
Physics informed neural network
Flow field reconstruction
Particle image velocimetry
Cosine annealing algorithm
Experimental fluid dynamics
Time efficient aeroelastic simulations based on radial basis functions
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2017, 卷号: 330, 页码: 810-827
Authors:
Liu W(刘文)
;
Huang CD(黄程德)
;
Yang GW(杨国伟)
;
Liu, W (reprint author), Chinese Acad Sci, Inst Mech, Beijing 100190, Peoples R China.
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Submit date:2017/04/26
Frame-invariance in finite element formulations of geometrically exact rods
期刊论文
APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION, 2016, 卷号: 37, 期号: 12, 页码: 1669-1688
Authors:
Zhong PN
;
Huang GJ(黄国君)
;
Yang GW(杨国伟)
;
Yang, GW (reprint author), Chinese Acad Sci, Inst Mech, Key Lab Mech Fluid Solid Coupling Syst, Beijing 100190, Peoples R China.
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Submit date:2017/02/24
Geometrically Exact Rod
Finite Element Method
Interpolation
Equivariance
Frame Invariance
Reconstruction of structural damage based on reflection intensity spectra of fiber Bragg gratings
期刊论文
MEASUREMENT SCIENCE & TECHNOLOGY, 2014, 卷号: 25, 期号: 12, 页码: 125109
Authors:
Huang GJ(黄国君)
;
Wei CB
;
Chen SY
;
Yang GW(杨国伟)
;
Huang, GJ (reprint author), Chinese Acad Sci, Inst Mech, 15 Beisihuanxi Rd, Beijing 100190, Peoples R China.
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Submit date:2015/01/04
Damage Reconstruction
Fiber Bragg Grating
Reflection Intensity Spectrum
Transfer Matrix
Genetic Algorithm
Finite Element Method
Numerical Simulation and Experimental Investigation about Internal and External Flows
期刊论文
International Journal of Computational Fluid Dynamics,2006,20(5):315-322, 2006
Authors:
Wang T(王涛)
;
Yang GW(杨国伟)
;
Huang GJ(黄国君)
;
Zhou LD(周连第)
;
Wang, T (reprint author), Chinese Acad Sci, Inst Mech, LHD, Beijing 100080, Peoples R China.
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Submit date:2007/06/15