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Artificial Neural Network Modeling Small-Scale Turbulence of IsotropicTurbulent Flows 会议论文
IUTAM Symposium on Turbulent Structure and Particles-Turbulence Interaction, 中国兰州, 2023-7-7至2023-7-11
Authors:  Tan JT(谭江涛);  Jin GD(晋国栋)
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Numerical Study on Turbulent Dispersion of Weakly Inertial Particles under Large Temperature Differences 会议论文
IUTAM Symposium on Turbulent Structure and Particles-Turbulence Interaction, 中国兰州, 2023-7-7至2023-7-11
Authors:  Shen CD(申晨冬);  Jin GD(晋国栋)
Favorite  |  View/Download:4/0  |  Submit date:2024/06/04
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)
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机器学习在力学模拟与控制中的应用专题序 期刊论文
力学学报, 2021, 卷号: 53, 期号: 10, 页码: 2613-2615
Authors:  王建春;  晋国栋
Adobe PDF(711Kb)  |  Favorite  |  View/Download:238/92  |  Submit date:2022/03/16
机器学习  人工神经网络  力学模拟  基因表达式编程  
Wall-resolved large-eddy simulation of turbulent channel flows with rough walls 期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2021, 卷号: 11, 期号: 1, 页码: 100228
Authors:  Li SL(李世隆);  Yang XL(杨晓雷);  Jin GD(晋国栋);  He GW(何国威)
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Rough wall turbulence  Curvilinear immersed boundary method  Wall-resolved large eddy simulation  
解析粗糙单元的粗糙壁湍流大涡模拟 会议论文
第十一届全国流体力学学术会议, 中国广东深圳, 2020-12-03
Authors:  李世隆;  杨晓雷;  晋国栋;  何国威
Adobe PDF(843Kb)  |  Favorite  |  View/Download:371/52  |  Submit date:2021/01/28
粗糙壁槽道湍流  解析粗糙单元  清晰界面浸入边界方法  大涡模拟  
湍流中颗粒相对弥散的大涡模拟亚格子模型 会议论文
第十一届全国流体力学学术会议, 中国广东深圳, 2020-12-03
Authors:  周志登;  晋国栋
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湍流两相流  相对弥散  大涡模拟  亚格子模型  反卷积方法  
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)
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Numerical implementation and evaluation of resolvent-based estimation for space-time energy spectra in turbulent channel flows 期刊论文
ACTA MECHANICA SINICA, 2020, 页码: 14
Authors:  Yang BW(杨博文);  Jin GD(晋国栋);  Wu T(吴霆);  Yang ZX(杨子轩);  He GW(何国威)
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Space-time energy spectra  Turbulent channel flow  Resolvent operator  
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)
View  |  Adobe PDF(4058Kb)  |  Favorite  |  View/Download:622/208  |  Submit date:2019/12/17
Machine learning  Artificial neural network  Subgrid-scale model  Large-eddy simulation  Isotropic turbulent flows