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Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
Authors:  Wu CT(吴楚畋);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
Adobe PDF(3908Kb)  |  Favorite  |  View/Download：112/9  |  Submit date：2023/09/26
Explainability  Ensemble Kalman method  Turbulence model  Axial compressor rotor  Neural network  Machine learning  
Multiscale dynamics in streamwise-rotating channel turbulence 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 972, 页码: 28
Authors:  Hu RN(胡润宁);  Li XL(李新亮);  Yu ZP(于长平)
Adobe PDF(1043Kb)  |  Favorite  |  View/Download：106/3  |  Submit date：2023/11/13
rotating turbulence  turbulence simulation  
Dynamics of the perceived velocity gradient tensor and its modelling 期刊论文
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 9, 页码: 17
Authors:  Yang PF(杨平凡);  Bodenschatz, Eberhard;  He GW(何国威);  Pumir, Alain;  Xu, Haitao
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An interface-resolved phase-change model based on velocity decomposition 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 475, 页码: 28
Authors:  Lu M(卢敏);  Yang ZX(杨子轩);  He GW(何国威)
Adobe PDF(3953Kb)  |  Favorite  |  View/Download：178/6  |  Submit date：2023/02/20
Phase-change model  Velocity decomposition  Multi-phase flow  
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
Authors:  Zhou ZD(周志登);  Yang PF(杨平凡)
Adobe PDF(454Kb)  |  Favorite  |  View/Download：50/0  |  Submit date：2023/04/20
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence 期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
Authors:  Li SL(李世隆);  Zhou ZD(周志登);  Chen DY(陈丹阳);  Yuan,Xianxu;  Guo,Qilong;  Yang XL(杨晓雷)
Adobe PDF(11087Kb)  |  Favorite  |  View/Download：164/27  |  Submit date：2023/02/03
Roughness-resolved simulation  Direct numerical simulation  Cube-roughened surfaces  Roughness length  
Quantum Implementation of Numerical Methods for Convection-Diffusion Equations: Toward Computational Fluid Dynamics 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2023, 卷号: 33, 期号: 2, 页码: 425-451
Authors:  Liu BF(刘宝峰);  Zhu LX(朱力行);  Yang ZX(杨子轩);  He GW(何国威)
Adobe PDF(536Kb)  |  Favorite  |  View/Download：55/0  |  Submit date：2023/06/15
Quantum computing  partial differential equations  computational fluid dynamics  finite difference  finite element  
A robust scheme for numerical simulation of heat transfer in two-fluid flows with high volumetric heat capacity contrasts 期刊论文
INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW, 2023, 卷号: 33, 期号: 2, 页码: 570-590
Authors:  Lu M(卢敏);  Yang ZX(杨子轩);  He GW(何国威)
Adobe PDF(2293Kb)  |  Favorite  |  View/Download：130/35  |  Submit date：2022/10/23
Heat transfer  Two-fluid flows  Wave breaking  
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
Authors:  Chen XJ(陈贤佳);  Yuan, Zheng;  Li, Qiang;  Sun, ShouGuang;  Wei YJ(魏宇杰)
Adobe PDF(2512Kb)  |  Favorite  |  View/Download：296/88  |  Submit date：2023/02/09
load spectrum  computational mechanics  deep learning  data-driven modeling  gated recurrent unit neural network  
Tailoring the mechanical properties of bulk metallic glasses via cooling from the supercooled liquid region 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 173-180
Authors:  Zhang, LangTing;  Duan, YaJuan;  Wang YJ(王云江);  Yang, Yong;  Qiao, JiChao
Adobe PDF(1449Kb)  |  Favorite  |  View/Download：199/46  |  Submit date：2023/02/09
bulk metallic glass  thermal rejuvenation  supercooled liquid region  mechanical relaxation  structural heterogeneity