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Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
收藏  |  浏览/下载：25/0  |  提交时间：2024/03/11
Cluster  Active subspace  Data-driven dimensional analysis  Machine learning  
Resolvent-based motion-to-wake modelling of wind turbine wakes under dynamic rotor motion 期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 980, 页码: 47
作者:  Li, Zhaobin;  Yang, Xiaolei
收藏  |  浏览/下载：6/0  |  提交时间：2024/03/25
wakes  
Kinematic waves and collision effects in dense fluid-particle flow during hydraulic conveying 期刊论文
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 2024, 卷号: 170, 页码: 14
作者:  Zhang, Yan;  Liu, Yang;  Ren, Wanlong;  Li, Peng;  Zhang, Xuhui;  Lu, Xiaobing
收藏  |  浏览/下载：89/0  |  提交时间：2023/12/18
Fluid-particle two-phase flow  Particle-laden flow  Kinematic waves  Hydraulic conveying  CFD-DEM  
Physical interpretation of neural network-based nonlinear eddy viscosity models 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  Jee, Solkeun;  He GW(何国威)
Adobe PDF(5699Kb)  |  收藏  |  浏览/下载：43/0  |  提交时间：2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability  
Recent progress on high-order discontinuous schemes for simulations of multiphase and multicomponent flows 期刊论文
PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 140, 页码: 25
作者:  Lv Y(吕钰);  Ekaterinaris, John
Adobe PDF(10529Kb)  |  收藏  |  浏览/下载：34/0  |  提交时间：2024/02/26
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：59/2  |  提交时间：2023/09/05
Combustion dynamics of high Mach number scramjet under different inflow thermal nonequilibrium conditions 期刊论文
ACTA ASTRONAUTICA, 2023, 卷号: 208, 页码: 281-295
作者:  Ao Y(敖彧);  Wu K(吴坤);  Lu, Hongbo;  Ji, Feng;  Fan XJ(范学军)
Adobe PDF(11339Kb)  |  收藏  |  浏览/下载：78/1  |  提交时间：2023/06/15
Hypervelocity combustion  Thermal nonequilibrium  Two-temperature model  Numerical simulation  
Large eddy simulation of shock wave/turbulent boundary layer interaction under incipient and fully separated conditions 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 46106
作者:  Ji XX(纪相鑫);  Li XL(李新亮);  Tong FL(童福林);  Yu ZP(于长平)
Adobe PDF(6818Kb)  |  收藏  |  浏览/下载：54/0  |  提交时间：2023/06/15
Artificial neural network based nonlinear algebraic models for large eddy simulation of compressible wall bounded turbulence 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 960, 页码: A4
作者:  Xu, Dehao;  Wang, Jianchun;  Yu ZP(于长平);  Chen, Shiyi
Adobe PDF(2749Kb)  |  收藏  |  浏览/下载：42/0  |  提交时间：2023/04/20
machine learning  turbulence modelling  
Composition of resolvents enhanced by random sweeping for large scale structures in turbulent channel flows 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 956, 页码: A31
作者:  Wu T(吴霆);  He GW(何国威)
Adobe PDF(1735Kb)  |  收藏  |  浏览/下载：62/0  |  提交时间：2023/04/20
turbulence modelling  turbulent boundary layers