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| Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics 期刊论文 PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141 作者: Xu SF(许盛峰); Yan C(闫畅); Zhang, Guangtao; Sun ZX(孙振旭); Huang RF(黄仁芳); Ju SJ(鞠胜军); Guo DL(郭迪龙); Yang GW(杨国伟) Adobe PDF(8047Kb)  |  收藏  |  浏览/下载:58/2  |  提交时间:2023/09/05 |
| Homogeneity constraints on the mixed moments of velocity gradient and pressure Hessian in incompressible turbulence 期刊论文 PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 2, 页码: 24601 作者: Zhou ZD(周志登); Yang PF(杨平凡) Adobe PDF(454Kb)  |  收藏  |  浏览/下载:47/0  |  提交时间:2023/04/20 |
| Strain self-amplification is larger than vortex stretching due to an invariant relation of filtered velocity gradients 期刊论文 JOURNAL OF FLUID MECHANICS, 2023, 卷号: 955, 页码: 14 作者: Yang PF(杨鹏飞); Zhou ZD(周志登); Xu H; He GW(何国威) Adobe PDF(489Kb)  |  收藏  |  浏览/下载:46/1  |  提交时间:2023/12/11 homogeneous turbulence turbulence theory |
| 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:128/35  |  提交时间:2023/02/03 |
| A modified wall-adapting local eddy-viscosity model for large-eddy simulation of compressible wall-bounded flow 期刊论文 PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 11, 页码: 10 作者: Qi H(齐涵); Li XL(李新亮); Yu, Changping Adobe PDF(1909Kb)  |  收藏  |  浏览/下载:132/33  |  提交时间:2022/12/26 |
| 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:160/35  |  提交时间:2022/07/18 Super-resolution model Direct numerical simulation Large-Eddy simulation Isotropic turbulence Unresolved scales |
| 基于动态分区概念的高超声速燃烧大涡模拟 期刊论文 力学学报, 2022, 卷号: 54, 期号: 04, 页码: 954-974 作者: 姚卫; 刘杭; 张政; 肖雅彬; 岳连捷 Adobe PDF(1875Kb)  |  收藏  |  浏览/下载:262/61  |  提交时间:2022/06/10 高超声速燃烧 动态分区火焰面 分区自适应化学 分区并行自适应建表 改进延迟分离涡模拟 |
| Kinetic-energy-flux-constrained model using an artificial neural network for large-eddy simulation of compressible wall-bounded turbulence 期刊论文 Journal of Fluid Mechanics, 2022, 卷号: 932, 页码: A23 作者: Yu ZP(于长平); Yuan ZL; Qi H(齐涵); Wang JC; Li XL(李新亮); Chen SY Adobe PDF(1504Kb)  |  收藏  |  浏览/下载:224/55  |  提交时间:2022/01/06 |
| Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields 期刊论文 AIAA JOURNAL, 2022, 卷号: 60, 期号: 1, 页码: 3-13 作者: Zhang XL(张鑫磊); Xiao, Heng; He GW(何国威) Adobe PDF(1913Kb)  |  收藏  |  浏览/下载:210/59  |  提交时间:2022/01/24 |
| Residual-based closure model for density-stratified incompressible turbulent flows 期刊论文 COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 38 作者: Zhu LX(朱力行); Masud, Arif Adobe PDF(4213Kb)  |  收藏  |  浏览/下载:240/45  |  提交时间:2021/11/01 Variational multiscale method Hierarchical methods Density stratification Incompressible turbulent flows Boussinesq approximation |