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Structure and role of the pressure Hessian in regions of strong vorticity in turbulence
期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 983, 页码: 12
作者:
Yang, P. -F.
;
Xu, H.
;
Pumir, A.
;
He, G. W.
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浏览/下载:0/0
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提交时间:2024/05/14
turbulence theory
turbulence modelling
vortex dynamics
Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:
Liu, Yi
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
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  |  
浏览/下载:3/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models
期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
作者:
Luo, Qingyong
;
Zhang, Xin-Lei
;
He, Guowei
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  |  
浏览/下载:2/0
  |  
提交时间:2024/05/14
Hyperelastic constitutive relations for soft elastomers with thermally-induced residual stress
期刊论文
INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE, 2024, 卷号: 195, 页码: 22
作者:
Chen WT(陈纬庭)
;
Zhao YP(赵亚溥)
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  |  
浏览/下载:3/0
  |  
提交时间:2024/01/22
Constitutive relation
Residual stress
Compatibility-broken curvature compensation
Einstein field equations
Non-local effect
Multimodal Fusion of Brain Imaging Data: Methods and Applications
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:
Na Luo
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浏览/下载:2/0
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提交时间:2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501
作者:
Nianyin Zeng
;
Xinyu Li
;
Peishu Wu
;
Han Li
;
Xin Luo
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/23
Attention mechanism
knowledge distillation (KD)
object detection
tensor decomposition (TD)
unmanned aerial vehicles (UAVs)
Cosine Multilinear Principal Component Analysis for Recognition
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2023, 卷号: 9, 期号: 6, 页码: 1620-1630
作者:
Han, Feng
;
Leng, Chengcai
;
Li, Bing
;
Basu, Anup
;
Jiao, Licheng
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浏览/下载:2/0
  |  
提交时间:2024/02/22
Tensors
Principal component analysis
Mathematical models
Linear programming
Iterative methods
Robustness
Matrix decomposition
Multilinear principal component analysis
angle
tensor analysis
pattern recognition
Eshelby's method for unidirectional periodic composites
期刊论文
PHYSICA B-CONDENSED MATTER, 2023, 卷号: 670, 页码: 5
作者:
Gu, Guo-Qing
;
Wei, En-Bo
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  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
Transformation field
Open boundary
Effective dielectric property
Unidirectional periodic composites
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:12/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
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  |  
浏览/下载:14/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
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