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Numerical Investigation on the Ventilated Supercavity around a Body under Free Surface Effect 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 5, 页码: 912
作者:  Zhi, Yuchang;  Zhan, Jiemin;  Huang RF(黄仁芳);  Wang YW(王一伟);  Li, Ning
Adobe PDF(14975Kb)  |  收藏  |  浏览/下载:52/2  |  提交时间:2023/06/15
ventilated supercavity  free surface  dynamic behavior  gas leakage  
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
作者:  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)  |  收藏  |  浏览/下载:97/0  |  提交时间: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
作者:  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)  |  收藏  |  浏览/下载:67/3  |  提交时间:2023/04/20
Physics informed neural network  Flow field reconstruction  Particle image velocimetry  Cosine annealing algorithm  Experimental fluid dynamics