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A wall model learned from the periodic hill data and the law of the wall 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 5, 页码: 55108
作者:  Zhou ZD(周志登);  Yang, Xiang IA;  Zhang FS(张凤顺);  Yang XL(杨晓雷)
Adobe PDF(2116Kb)  |  收藏  |  浏览/下载：22/0  |  提交时间：2023/07/17
Helical model based on artificial neural network for large eddy simulation of compressible wall-bounded turbulent flows 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 45120
作者:  Liu, Wanhai;  Qi H(齐涵);  Shi, Haoyu;  Yu ZP(于长平);  Li XL(李新亮)
Adobe PDF(2895Kb)  |  收藏  |  浏览/下载：43/0  |  提交时间：2023/06/15
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：99/0  |  提交时间：2023/04/20
Estimating forces from cross-sectional data in the wake of flows past a plate using theoretical and data-driven models 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 11, 页码: 19
作者:  Tong, Wenwen;  Wang SZ(王士召);  Yang, Yue
Adobe PDF(4063Kb)  |  收藏  |  浏览/下载：134/20  |  提交时间：2022/12/20
Investigation of the characteristics and mechanisms of the layer inversion in binary liquid-solid fluidized beds with coarse particles 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 15
作者:  Ren WL(任万龙);  Zhang Y(张岩);  Zhang XH(张旭辉);  Lu XB(鲁晓兵)
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：189/44  |  提交时间：2022/12/26
Control of quasi-equilibrium state of annular flow through reinforcement learning 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 9, 页码: 94105
作者:  Chen Y(陈一);  Duan L(段俐);  Kang Q(康琦)
Adobe PDF(5272Kb)  |  收藏  |  浏览/下载：179/53  |  提交时间：2022/10/23
Physics-informed neural networks for phase-field method in two-phase flow 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 5, 页码: 15
作者:  Qiu RD(丘润荻);  Huang RF(黄仁芳);  Xiao, Yao;  Wang JZ(王静竹);  Zhang, Zhen;  Yue, Jieshun;  Zeng, Zhong;  Wang YW(王一伟)
Adobe PDF(4062Kb)  |  收藏  |  浏览/下载：315/72  |  提交时间：2022/07/18
Wall-model integrated computational framework for large-eddy simulations of wall-bounded flows 期刊论文
PHYSICS OF FLUIDS, 2021, 卷号: 33, 期号: 12, 页码: 10
作者:  Lv Y(吕钰);  Huang XLD;  Yang XL(杨晓雷);  Yang XIA
Adobe PDF(3695Kb)  |  收藏  |  浏览/下载：198/53  |  提交时间：2022/01/24
Reynolds number effect on statistics of turbulent flows over periodic hills 期刊论文
PHYSICS OF FLUIDS, 2021, 卷号: 33, 期号: 10, 页码: 28
作者:  Zhou ZD(周志登);  Wu T(吴霆);  Yang XL(杨晓雷)
Adobe PDF(16361Kb)  |  收藏  |  浏览/下载：134/26  |  提交时间：2022/01/13
Machine learning method for the supplement, correction, and prediction of the nonlinear dynamics in pattern formation 期刊论文
PHYSICS OF FLUIDS, 2021, 卷号: 33, 期号: 2, 页码: 17
作者:  Chen Y(陈一);  Wu D(吴笛);  Duan L(段俐);  Kang Q(康琦)
Adobe PDF(5849Kb)  |  收藏  |  浏览/下载：215/63  |  提交时间：2021/04/19