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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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Turbulence structure of the Rayleigh-Bénard convection using liquid CO
2
as working fluid
期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 1, 页码: 15
Authors:
Zhao YF(赵一凡)
;
Wu D(吴笛)
;
Duan LS(段隆盛)
;
Wang J(王佳)
;
Li, Jialiang
;
Duan L(段俐)
;
Kang Q(康琦)
Favorite
  |  
View/Download:40/0
  |  
Submit date:2024/04/02
DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
Authors:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
Adobe PDF(5558Kb)
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View/Download:83/4
  |  
Submit date:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Comparative assessment for pressure field reconstruction based on physics-informed neural network
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 7, 页码: 77116
Authors:
Fan, Di
;
Xu, Yang
;
Wang HP(王洪平)
;
Wang, Jinjun
Adobe PDF(5156Kb)
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View/Download:43/4
  |  
Submit date:2023/09/05
Linear calibration-free wavelength modulation spectroscopy
期刊论文
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2023, 卷号: 65, 期号: 5, 页码: 1024-1030
Authors:
Li RJ(李仁杰)
;
Li F(李飞)
;
Lin X(林鑫)
;
Yu XL(余西龙)
Adobe PDF(2095Kb)
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View/Download:397/86
  |  
Submit date:2021/11/01
calibration-free
laser spectroscopy
linear
tunable diode laser absorption spectroscopy
wavelength modulation spectroscopy
Three Dimensional Shock Topology Detection Method via Tomographic Reconstruction
期刊论文
AEROSPACE, 2023, 卷号: 10, 期号: 3, 页码: 275
Authors:
Lin, Mengnan
;
Tian ZW(田中伟)
;
Chang SY(常思源)
;
Cui K(崔凯)
;
Dai, Shulan
Adobe PDF(5062Kb)
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View/Download:108/14
  |  
Submit date:2023/04/20
shock wave detection
tomographic reconstruction
three dimensional topology
computational fluid dynamics
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:89/10
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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
Dynamic mode decomposition and reconstruction of the transient propeller wake under a light loading condition
期刊论文
OCEAN ENGINEERING, 2023, 卷号: 269, 页码: 19
Authors:
Zhi, Yuchang
;
Qiu RD(丘润荻)
;
Huang RF(黄仁芳)
;
Wang YW(王一伟)
Adobe PDF(21792Kb)
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Submit date:2023/03/15
E779A propeller
Propeller wake
Dynamic mode decomposition
Reconstruction
LES
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
Authors:
Chen XJ(陈贤佳)
;
Yuan, Zheng
;
Li, Qiang
;
Sun, ShouGuang
;
Wei YJ(魏宇杰)
Adobe PDF(2512Kb)
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Submit date:2023/02/09
load spectrum
computational mechanics
deep learning
data-driven modeling
gated recurrent unit neural network
Deep learning method for the super-resolution reconstruction of small-scale motions in large-eddy simulation
期刊论文
AIP ADVANCES, 2022, 卷号: 12, 期号: 12, 页码: 9
Authors:
Zhao QY(赵庆义)
;
Jin GD(晋国栋)
;
Zhou ZD(周志登)
Adobe PDF(10288Kb)
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Submit date:2023/02/03
A robust super-resolution reconstruction model of turbulent flow data based on deep learning
期刊论文
COMPUTERS & FLUIDS, 2022, 卷号: 239, 页码: 15
Authors:
Zhou ZD(周志登)
;
Li BL(李秉霖)
;
Yang XL(杨晓雷)
;
Yang ZX(杨子轩)
Adobe PDF(4959Kb)
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Submit date:2022/07/18
Super-resolution model
Direct numerical simulation
Large-Eddy simulation
Isotropic turbulence
Unresolved scales