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Free surface and near-wall effects on the cloud cavitating flow over an axisymmetric projectile 期刊论文
OCEAN ENGINEERING, 2021, 卷号: 238, 页码: 16
Authors:  Xu C(徐畅);  Huang J(黄荐);  Yu C(余超);  Wang YW(王一伟);  Huang CG(黄晨光);  Khoo, Boo Cheong
Adobe PDF(14699Kb)  |  Favorite  |  View/Download:282/56  |  Submit date:2021/11/01
Unsteady cloud cavitation  Moderate cavitation number  Free surface effect  Near-wall effect  
基于组合神经网络的雷诺平均湍流模型多次修正方法 期刊论文
力学学报, 2021, 卷号: 53, 期号: 06, 页码: 1532-1542
Authors:  张珍;  叶舒然;  岳杰顺;  王一伟;  黄晨光
Adobe PDF(7671Kb)  |  Favorite  |  View/Download:321/70  |  Submit date:2021/11/12
组合神经网络  雷诺平均  各向异性  隐式修正  精度闭环  
A semi-implicit discrepancy model of Reynolds stress in a higher-order tensor basis framework for Reynolds-averaged Navier-Stokes simulations 期刊论文
AIP ADVANCES, 2021, 卷号: 11, 期号: 4, 页码: 17
Authors:  Zhang Z(张珍);  Ye SR(叶舒然);  Yin B(银波);  Song, Xudong;  Wang YW(王一伟);  Huang CG(黄晨光);  Chen, Yaosong
Adobe PDF(9395Kb)  |  Favorite  |  View/Download:299/53  |  Submit date:2021/06/07
Numerical investigations of the energy performance and pressure fluctuations for a waterjet pump in a non-uniform inflow 期刊论文
RENEWABLE ENERGY, 2020, 卷号: 153, 页码: 1042-1052
Authors:  Luo XW;  Ye WX;  Huang RF(黄仁芳);  Wang YW(王一伟);  Du TZ(杜特专);  Huang CG(黄晨光)
Adobe PDF(4450Kb)  |  Favorite  |  View/Download:335/109  |  Submit date:2020/07/06
Waterjet pump  Energy performance  Pressure fluctuation  Numerical simulation  
Investigations into the unsteady internal flow characteristics for a waterjet propulsion system at different cruising speeds 期刊论文
OCEAN ENGINEERING, 2020, 卷号: 203, 页码: 15
Authors:  Huang RF(黄仁芳);  Ye WX;  Dai YX;  Luo XW;  Wang YW(王一伟);  Du TZ(杜特专);  Huang CG(黄晨光)
Adobe PDF(12058Kb)  |  Favorite  |  View/Download:285/85  |  Submit date:2020/08/26
Waterjet  Waterjet propulsion  Pressure fluctuation  Numerical simulation  
A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:  Ye SR(叶舒然);  Zhang Z(张珍);  Song XD;  Wang YW(王一伟);  Chen YS;  Huang CG(黄晨光)
Adobe PDF(4204Kb)  |  Favorite  |  View/Download:335/67  |  Submit date:2020/10/29
Multi-objective optimization of the flush-type intake duct for a waterjet propulsion system 期刊论文
OCEAN ENGINEERING, 2019, 卷号: 187, 页码: 14
Authors:  Huang RF(黄仁芳);  Dai YX;  Luo XW;  Wang YW(王一伟);  Huang CG(黄晨光)
Adobe PDF(3879Kb)  |  Favorite  |  View/Download:447/127  |  Submit date:2019/11/25
Intake duct  Waterjet propulsion  Multi-objective optimization  
Numerical study of the pressure wave-induced shedding mechanism in the cavitating flow around an axisymmetric projectile via a compressible multiphase solver 期刊论文
OCEAN ENGINEERING, 2019, 卷号: 187, 页码: 9
Authors:  Ye BS(叶秉晟);  Wang YW(王一伟);  Huang CG(黄晨光);  Huang J(黄荐)
Adobe PDF(6354Kb)  |  Favorite  |  View/Download:408/112  |  Submit date:2019/11/12
Cavitation  Compressibility  Shedding mechanism  OpenFOAM (R)  
Application of deep learning method to Reynolds stress models of channel flow based on reduced-order modeling of DNS data 期刊论文
JOURNAL OF HYDRODYNAMICS, 2019, 卷号: 31, 期号: 1, 页码: 58-65
Authors:  Zhang Z(张珍);  Song XD;  Ye SR;  Wang YW(王一伟);  Huang CG(黄晨光);  An YR;  Chen YS
Adobe PDF(1492Kb)  |  Favorite  |  View/Download:388/161  |  Submit date:2019/04/11
Deep neural network  channel flow  turbulence model  Reynolds stress  
Reconstruction of RANS model and cross-validation of flow field based on tensor basis neural network 会议论文
ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference, AJKFluids 2019, San Francisco, CA, United states, July 28, 2019 - August 1, 2019
Authors:  Song XD;  Zhang Z(张珍);  Wang YW(王一伟);  Ye SR(叶舒然);  Huang CG(黄晨光)
Favorite  |  View/Download:135/0  |  Submit date:2020/11/20
Cross-validation  Multi-layer neural network  Reynolds stress  Turbulence model