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Knowledge Management System of Institue of Mechanics, CAS
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Key Labora... [4]
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孙振旭 [4]
杨国伟 [4]
许盛峰 [4]
郭迪龙 [4]
鞠胜军 [3]
黄仁芳 [3]
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2023 [3]
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Creator:许盛峰
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Document Type:期刊论文
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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)
Adobe PDF(8047Kb)
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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)
Adobe PDF(11492Kb)
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View/Download:137/14
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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)
Adobe PDF(4793Kb)
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View/Download:92/10
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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
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head
期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2022, 卷号: 16, 期号: 1, 页码: 2190-2205
Authors:
Chen, Dawei
;
Sun ZX(孙振旭)
;
Yao, Shuanbao
;
Xu SF(许盛峰)
;
Yin B(银波)
;
Guo DL(郭迪龙)
;
Yang GW(杨国伟)
;
Ding, Sansan
Adobe PDF(2791Kb)
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View/Download:189/37
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Submit date:2022/12/20
Aerodynamic force
inverse design
high-speed train
SVM
numerical simulation
wind tunnel test