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| 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)![](/image/person.jpg)
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| 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)
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| Wall model based on neural networks for LES of turbulent flows over periodic hills 期刊论文 PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 5, 页码: 30 Authors: Zhou ZD(周志登) ; He GW(何国威) ; Yang XL(杨晓雷)![](/image/person.jpg)
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| A structural subgrid-scale model for the collision-related statistics of inertial particles in large-eddy simulations of isotropic turbulent flows 期刊论文 PHYSICS OF FLUIDS, 2020, 卷号: 32, 期号: 9, 页码: 16 Authors: Zhou ZD(周志登) ; Wang SZ(王士召) ; Yang XL(杨晓雷) ; Jin GD(晋国栋)![](/image/person.jpg)
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| Subgrid-scale model for large-eddy simulation of isotropic turbulent flows using an artificial neural network 期刊论文 COMPUTERS & FLUIDS, 2019, 卷号: 195, 页码: UNSP 104319 Authors: Zhou ZD(周志登) ; He GW(何国威) ; Wang SZ(王士召) ; Jin GD(晋国栋)![](/image/person.jpg)
View  |   Adobe PDF(4058Kb)  |   Favorite  |  View/Download:635/211  |  Submit date:2019/12/17 Machine learning Artificial neural network Subgrid-scale model Large-eddy simulation Isotropic turbulent flows |
| 携带颗粒各向同性湍流的大涡模拟与亚格子模型 学位论文 博士论文,北京: 中国科学院大学, 2019 Authors: 周志登![](/image/person.jpg)
Adobe PDF(14906Kb)  |   Favorite  |  View/Download:703/30  |  Submit date:2019/11/27 颗粒拉格朗日弥散 大涡模拟 湍流亚格子模型 颗粒亚格子模型 人工神经网络 有限颗粒雷诺数 |
| A structural subgrid-scale model for relative dispersion in large-eddy simulation of isotropic turbulent flows by coupling kinematic simulation with approximate deconvolution method 期刊论文 PHYSICS OF FLUIDS, 2018, 卷号: 30, 期号: 10, 页码: Ar-105110 Authors: Zhou ZD(周志登) ; Wang SZ(王士召) ; Jin GD(晋国栋)![](/image/person.jpg)
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| Prediction of Lagrangian dispersion of fluid particles in isotropic turbulent flows using large-eddy simulation method 期刊论文 ACTA MECHANICA, 2017, 卷号: 228, 期号: 9, 页码: 3203-3222 Authors: Zhou ZD(周志登); Chen JC(陈进财); Jin GD(晋国栋) ; Jin, GD (reprint author), Chinese Acad Sci, Inst Mech, LNM, Beijing 100190, Peoples R China.
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