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Turbulence structure of the Rayleigh-Bénard convection using liquid CO2 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：39/0  |  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)  |  Favorite  |  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)  |  Favorite  |  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)  |  Favorite  |  View/Download：391/85  |  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)  |  Favorite  |  View/Download：106/14  |  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)  |  Favorite  |  View/Download：88/10  |  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)  |  Favorite  |  View/Download：142/3  |  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)  |  Favorite  |  View/Download：309/95  |  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)  |  Favorite  |  View/Download：172/48  |  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)  |  Favorite  |  View/Download：216/55  |  Submit date：2022/07/18
Super-resolution model  Direct numerical simulation  Large-Eddy simulation  Isotropic turbulence  Unresolved scales