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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, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
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)
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  |  
浏览/下载:17/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Generation of incident wave in two-phase flow simulation based on field decomposition
期刊论文
OCEAN ENGINEERING, 2023, 卷号: 285, 页码: 115256
作者:
Lao TT(劳铁涛)
;
Li ZB(李曌斌)
;
Wang ZY(王志英)
;
Wang Z(王展)
;
Yang ZX(杨子轩)
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  |  
浏览/下载:9/0
  |  
提交时间:2023/09/05
Velocity decomposition
Wave generation
Two-phase flow
Machine Learning Method for Fatigue Strength Prediction of Nickel-Based Superalloy with Various Influencing Factors
期刊论文
MATERIALS, 2023, 卷号: 16, 期号: 1, 页码: 13
作者:
Guo, Yiyun
;
Rui, Shao-Shi
;
Xu, Wei
;
Sun, Chengqi
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  |  
浏览/下载:16/0
  |  
提交时间:2023/02/09
machine learning
nickel-based superalloy
fatigue strength prediction
temperature
stress ratio
A Robust Infrared Small Target Detection Method Jointing Multiple Information and Noise Prediction: Algorithm and Benchmark
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 17
作者:
Meng, Siqiang
;
Zhang, Congxuan
;
Shi, Qi
;
Chen, Zhen
;
Hu, Weiming
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浏览/下载:0/0
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提交时间:2023/11/17
Dataset
infrared small target detection (IRSTD)
multiple information
noise prediction
regional positioning
A remaining useful life prediction method based on time–frequency images of the mechanical vibration signals
期刊论文
Measurement: Journal of the International Measurement Confederation, 2022, 卷号: 202
作者:
Du, Xianjun
;
Jia, Wenchao
;
Yu, Ping
;
Shi, Yaoke
;
Cheng, Shengyi
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  |  
浏览/下载:32/0
  |  
提交时间:2022/09/22
Convolution
Forecasting
Preventive maintenance
Rotating machinery
Vibrations (mechanical)
Wavelet transforms
Attention mechanisms
Continuous Wavelet Transform
Convolutional neural network
Degradation trend
Feature map
Remaining useful life predictions
Rolling bearings
Spectral feature
Time frequency
Time–frequency spectral feature map
Revisit of the oblique-breakdown regime in supersonic boundary layers and mechanism of the extra amplification of streak modes
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 13
作者:
Song, Runjie
;
Dong, Ming
;
Zhao, Lei
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  |  
浏览/下载:10/0
  |  
提交时间:2022/11/28
Predictive capability of the logarithmic law for roughness-modeled large-eddy simulation of turbulent channel flows with rough walls
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 8, 页码: 17
作者:
Li, Shilong
;
Yang, Xiaolei
;
Lv, Yu
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  |  
浏览/下载:34/0
  |  
提交时间:2022/09/16
Effect of surface temperature strips on the evolution of supersonic and hypersonic Mack modes: Asymptotic theory and numerical results
期刊论文
PHYSICAL REVIEW FLUIDS, 2022, 卷号: 7, 期号: 5, 页码: 34
作者:
Zhao, Lei
;
Dong, Ming
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  |  
浏览/下载:14/0
  |  
提交时间:2022/07/18
A Nitsche Hybrid Multiscale Method with Non-matching Grids
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2022, 卷号: 91, 期号: 2, 页码: 28
作者:
Ming, Pingbing
;
Song, Siqi
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  |  
浏览/下载:14/0
  |  
提交时间:2022/04/29
Multiscale PDE
Hybrid method
Nitsche variational formulation
Non-matching grid
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