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Optimal sensor placement for ensemble-based data assimilation using gradient-weighted class activation mapping
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 514, 页码: 20
作者:
Xu, Zhaoyue
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/08/12
Optimal sensor placement
GradCAM
CNN
Ensemble Kalman method
Parallel ensemble Kalman method with total variation regularization for large-scale field inversion
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 509, 页码: 18
作者:
Zhang XL(张鑫磊)
;
Zhang L(张磊)
;
He GW(何国威)
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  |  
浏览/下载:9/0
  |  
提交时间:2024/07/04
Ensemble Kalman method
Parallel implementation
Field inversion
Data assimilation
Machine learning
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
  |  
浏览/下载:12/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
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:24/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Combining direct and indirect sparse data for learning generalizable turbulence models
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272
作者:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Luo, Xiaodong
;
He GW(何国威)
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  |  
浏览/下载:27/0
  |  
提交时间:2023/09/05
Ensemble Kalman method
Turbulence modeling
Direct data
Indirect data
Conceptual design of a long-range autonomous underwater vehicle based on multidisciplinary optimization framework
期刊论文
Ocean Engineering, 2022, 卷号: 248, 页码: 1-16
作者:
Hu F(胡峰)
;
Huang Y(黄琰)
;
Xie ZB(谢宗伯)
;
Yu JC(俞建成)
;
Wang ZY(王振宇)
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  |  
浏览/下载:17/0
  |  
提交时间:2022/03/07
Conceptual design
Long-range AUV
Multidisciplinary optimization design
Self-adaptive Surrogate Ensemble (SASE) method
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
作者:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
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  |  
浏览/下载:18/0
  |  
提交时间:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method
A novel multiscale forecasting model for crude oil price time series
期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
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  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
Assimilation of disparate data for enhanced reconstruction of turbulent mean flows
期刊论文
COMPUTERS & FLUIDS, 2021, 卷号: 224, 页码: 14
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
He GW(何国威)
;
Wang SZ(王士召)
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/08/03
Turbulent flow reconstruction
Disparate data sources
Ensemble Kalman method
Data assimilation
NUMERICAL INVESTIGATION OF ENSEMBLE METHODS WITH BLOCK ITERATIVE SOLVERS FOR EVOLUTION PROBLEMS
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2020, 卷号: 25, 期号: 12, 页码: 4905-4923
作者:
Ju, Lili
;
Leng, Wei
;
Wang, Zhu
;
Yuan, Shuai
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  |  
浏览/下载:20/0
  |  
提交时间:2021/01/14
Ensemble method
ensemble-based time stepping
block CG
block GMRES
iterative linear solver
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