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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
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
A new single formula for the law of the wall and its application to wall-modeled large-eddy simulation
期刊论文
EUROPEAN JOURNAL OF MECHANICS B-FLUIDS, 2022, 卷号: 94, 页码: 350
作者:
Zhang FS(张凤顺)
;
Zhou ZD(周志登)
;
Zhang, Huan
;
Yang XL(杨晓雷)
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  |  
浏览/下载:25/0
  |  
提交时间:2022/10/23
The law of the wall
Wall model
Large-eddy simulation
Stability correction calculation of new debris flow grille dam considering permeation
期刊论文
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-GEOTECHNICAL ENGINEERING, 2022
作者:
Wang, Yongsheng
;
Zhang, Xiaobin
;
Wang, Bing
;
Liu, Jianshe
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  |  
浏览/下载:19/0
  |  
提交时间:2022/07/19
fluid dynamics
impact phenomena
mathematical methods
structural properties
UN sustainable development goal 11
Compressible effects modeling for turbulent cavitating flow in a small venturi channel: An empirical turbulent eddy viscosity correction
期刊论文
PHYSICS OF FLUIDS, 2021, 卷号: 33, 期号: 3, 页码: 13
作者:
Zhang XL(张鑫磊)
;
Ge Ming-Ming
;
Zhang Guang-Jian
;
Coutier-Delgosha Olivier
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  |  
浏览/下载:96/0
  |  
提交时间:2021/05/06
Gas permeability and shape factor of natural sediments in the South China Sea
期刊论文
JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2020, 卷号: 83, 页码: 11
作者:
Shen, Peng-Fei
;
Li, Xiao-Sen
;
Li, Gang
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  |  
浏览/下载:3/0
  |  
提交时间:2021/11/01
Gas permeability
Natural sediments
Shape factor
Porosity
Confining pressure
South China Sea
True stress-strain curve extraction from ion-irradiated materials via small tensile, small punch and nanoindentation tests: method development and accuracy/consistency verification
期刊论文
NUCLEAR FUSION, 2020, 卷号: 60, 期号: 5, 页码: 14
作者:
Liu, Haiting
;
Ma, Jiawei
;
Tang, Ao
;
Tang, Jingzhao
;
Zhang, Chonghong
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  |  
浏览/下载:43/0
  |  
提交时间:2022/01/18
ion irradiation
miniaturized mechanical tests
true stress-strain curve
digital image correlation (DIC)
inverse finite element method (iFEM)
indentation size effect (ISE)
Rotation correction of wall function and velocity structure under the couple effects of buoyancy force and rotating effects at the entry section of the smooth straight channel
期刊论文
INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW, 2019, 卷号: 78
作者:
Tao, Zhi
;
Wu, Huijie
;
Li, Haiwang
;
You, Ruquan
;
Li, Gangfu
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/30
Rotating channel
Heated wall
Shear stress measurement
Rotation correction
Wall function
Phase difference between groundwater storage changes and groundwater level fluctuations due to compaction of an aquifer-aquitard system
期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 566, 页码: 89-98
作者:
Han, Dongmei
;
Cao, Guoliang
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  |  
浏览/下载:35/0
  |  
提交时间:2019/05/23
Groundwater storage
Low-permeability layers
Land subsidence
Phase difference
Constitutive equation and model validation for a 31 vol.% B4Cp/6061Al composite during hot compression
期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2018, 卷号: 34, 期号: 10, 页码: 1730-1738
作者:
Zhou, L
;
Cui, C
;
Wang, QZ
;
Li, C
;
Xiao, BL
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  |  
浏览/下载:186/0
  |  
提交时间:2018/12/25
Composites
B4C/Al
Constitutive equation
Hot compression
Finite element simulation
Two-fluid Modeling of Geldart A Particles in Gas-solid Bubbling Fluidized Bed: Assessment of Drag Models and Solid Viscosity Correlations
期刊论文
INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING, 2018, 卷号: 16, 期号: 3
作者:
Tian, Tian
;
Jia, Zhengrui
;
Geng, Shujun
;
Liu, Xiaoxing
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  |  
浏览/下载:22/0
  |  
提交时间:2018/06/11
Bubbling Fluidized Bed
Geldart a Particle
Cfd
Drag Model
Solid Viscosity
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