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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 作者: Zhao QY(赵庆义); Jin GD(晋国栋); Zhou ZD(周志登) Adobe PDF(10288Kb)  |  收藏  |  浏览/下载:135/37  |  提交时间:2023/02/03 |
| 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 作者: Zhou ZD(周志登); Li BL(李秉霖); Yang XL(杨晓雷); Yang ZX(杨子轩) Adobe PDF(4959Kb)  |  收藏  |  浏览/下载:168/37  |  提交时间:2022/07/18 Super-resolution model Direct numerical simulation Large-Eddy simulation Isotropic turbulence Unresolved scales |
| 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 作者: Zhou ZD(周志登); He GW(何国威); Yang XL(杨晓雷) Adobe PDF(3290Kb)  |  收藏  |  浏览/下载:275/108  |  提交时间:2021/08/03 |
| 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 作者: Zhou ZD(周志登); Wang SZ(王士召); Yang XL(杨晓雷); Jin GD(晋国栋) Adobe PDF(7280Kb)  |  收藏  |  浏览/下载:262/68  |  提交时间:2020/11/30 |
| 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 作者: Zhou ZD(周志登); He GW(何国威); Wang SZ(王士召); Jin GD(晋国栋) Adobe PDF(4058Kb)  |  收藏  |  浏览/下载:581/187  |  提交时间: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 作者: 周志登 Adobe PDF(14906Kb)  |  收藏  |  浏览/下载:660/29  |  提交时间: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 作者: Zhou ZD(周志登); Wang SZ(王士召); Jin GD(晋国栋) 浏览  |  Adobe PDF(5320Kb)  |  收藏  |  浏览/下载:301/109  |  提交时间:2018/12/12 |