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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
收藏
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浏览/下载:0/0
  |  
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:1/0
  |  
提交时间:2024/05/14
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
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  |  
浏览/下载:10/0
  |  
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
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens
期刊论文
MOLECULAR NEUROBIOLOGY, 2023, 页码: 14
作者:
Feng, Mengmeng
;
Wen, Hongwei
;
Xin, Haotian
;
Wang, Shengpei
;
Gao, Yian
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浏览/下载:3/0
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提交时间:2023/11/17
Cerebral small vessel disease burden
Diffusion tensor imaging
probabilistic tractography
Structural network
Graph theory
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 1954-1965
作者:
Niu, Mingyue
;
Zhao, Ziping
;
Tao, Jianhua
;
Li, Ya
;
Schuller, Bjorn
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浏览/下载:3/0
  |  
提交时间:2023/11/15
Depression
Feature extraction
Tensors
Databases
Spatiotemporal phenomena
Convolutional neural networks
Physiology
DAER network
depression level prediction
dual attention block
element recalibration block
facial differences
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
COMPUTATIONAL MECHANICS, 2023
作者:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
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  |  
浏览/下载:9/0
  |  
提交时间:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
Tensor Distribution Regression Based on the 3D Conventional Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1628-1630
作者:
Lin Chen
;
Xin Luo
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浏览/下载:3/0
  |  
提交时间:2023/06/14
Differentiable programming tensor networks for Kitaev magnets
期刊论文
PHYSICAL REVIEW B, 2023, 卷号: 108, 期号: 8, 页码: 85103
作者:
Zhang, Xing -Yu
;
Liang, Shuang
;
Liao, Hai-Jun
;
Li, Wei
;
Wang, Lei
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/07
MATRIX
ALGORITHM
Electrical-Elastic Joint Inversion Method for Fracture Characterization in Anisotropic Media
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 12
作者:
Guo, Chen
;
Fan, Zhenzhen
;
Yang, Zhifang
;
Yan, Xinfei
;
Ling, Bowen
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/28
Electrical and elastic properties
fractured media
inversion method
joint property
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