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Knowledge Management System of Institue of Mechanics, CAS
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Indexed By:SCI
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)
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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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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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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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Submit date:2022/12/20
Aerodynamic force
inverse design
high-speed train
SVM
numerical simulation
wind tunnel test
Effect of laser remelting on microstructure and properties of WC reinforced Fe-based amorphous composite coatings by laser cladding
期刊论文
OPTICS AND LASER TECHNOLOGY, 2018, 卷号: 103, 页码: 8-16
Authors:
Zhou SF
;
Xu YB
;
Liao BQ
;
Sun YJ
;
Dai XQ
;
Yang JX
;
Li ZY(李正阳)
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Submit date:2018/10/30
Amorphous composite
Laser cladding
Microstructure
Laser remelting
Corrosion
Atomistic simulation for deforming complex alloys with application toward TWIP steel and associated physical insights
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2017, 卷号: 98, 页码: 290-308
Authors:
Wang P
;
Xu SF
;
Liu JB
;
Li XY
;
Wei YJ(魏宇杰)
;
Wang HT
;
Gao HJ
;
Yang W
;
Wang, HT
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Adobe PDF(4481Kb)
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View/Download:1113/291
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Submit date:2017/02/24
Molecular Dynamics Simulation
Deformation Twinning
Stacking Faults
Dislocations
Space Program SJ-10 of Microgravity Research
期刊论文
MICROGRAVITY SCIENCE AND TECHNOLOGY, 2014, 卷号: 26, 期号: 3, 页码: 159-169
Authors:
Hu WR(胡文瑞)
;
Zhao JF(赵建福)
;
Long M(龙勉)
;
Zhang XW
;
Liu QS(刘秋生)
;
Hou MY
;
Kang Q(康琦)
;
Wang YR(王育人)
;
Xu SH(徐升华)
;
Kong WJ
;
Zhang H
;
Wang SF(王双峰)
;
Sun YQ
;
Hang HY
;
Huang YP
;
Cai WM
;
Zhao Y
;
Dai JW
;
Zheng HQ
;
Duan EK
;
Wang JF
;
Hu, WR (reprint author), Chinese Acad Sci, Inst Mech, Natl Micrograv Lab, Key Lab Micrograv, Beijing 100190, Peoples R China.
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View/Download:1251/282
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Submit date:2014/12/18
Microgravity Science
Microgravity Fluid Physics
Microgravity Combustion
Space Materials Science
Space Life Science
Radiation Biology
Gravitational Biology
Space Biotechnology
Sj-10
Extinction of lean near-limit methane/air flames at elevated pressures under normal- and reduced-gravity
期刊论文
Proceedings of The Combustion Institute, 2011, 卷号: 33, 期号: 1, 页码: 1171–1178
Authors:
Zhang H
;
Fan R
;
Wang SF(王双峰)
;
Tian XQ
;
Xu K
;
Wan SX(万士昕)
;
Egolfopoulos FN
Adobe PDF(608Kb)
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View/Download:1041/306
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Submit date:2011/03/10
flame Extinction
Flammability Limits
Premixed Flames
Micro-gravity