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Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
Authors:  Luo QY(罗清勇);  Zhang XL(张鑫磊);  He GW(何国威)
Favorite  |  View/Download：22/0  |  Submit date：2024/05/14
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
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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
Authors:  Zhou ZD(周志登);  Yang, Xiang IA;  Zhang FS(张凤顺);  Yang XL(杨晓雷)
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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
Authors:  Liu, Wanhai;  Qi H(齐涵);  Shi, Haoyu;  Yu ZP(于长平);  Li XL(李新亮)
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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
Authors:  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)
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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
Authors:  Tong, Wenwen;  Wang SZ(王士召);  Yang, Yue
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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
Authors:  Chen Y(陈一);  Duan L(段俐);  Kang Q(康琦)
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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
Authors:  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)
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Dense velocity reconstruction from particle image velocimetry/particle tracking velocimetry using a physics-informed neural network 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 1, 页码: 15
Authors:  Wang HP(王洪平);  Liu Y(刘毅);  Wang SZ(王士召)
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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
Authors:  Lv Y(吕钰);  Huang XLD;  Yang XL(杨晓雷);  Yang XIA
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