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西安交通大学 [6]
大连理工大学 [6]
北京航空航天大学 [5]
数学与系统科学研究院 [5]
山东大学 [5]
湖南大学 [5]
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期刊论文 [63]
会议论文 [19]
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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)
收藏
  |  
浏览/下载:1/0
  |  
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:5/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
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  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
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:12/0
  |  
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:18/0
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提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
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浏览/下载:30/0
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提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
作者:
Zhao, Erlong
;
Du, Pei
;
Azaglo, Ernest Young
;
Wang, Shouyang
;
Sun, Shaolong
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浏览/下载:283/0
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提交时间:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder
期刊论文
Neural Computing and Applications, 2022, 页码: 1-22
作者:
Liu PJ(刘朋杰)
;
Pan FC(潘福成)
;
Zhou XF(周晓锋)
;
Li S(李帅)
;
Zeng PY(曾鹏宇)
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  |  
浏览/下载:17/0
  |  
提交时间:2022/04/13
Automated machine learning
Parallel automated system
Dual-stacked autoencoder
Selective ensemble
CF-DAML: Distributed automated machine learning based on collaborative filtering
期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 1-25
作者:
Liu PJ(刘朋杰)
;
Pan FC(潘福成)
;
Zhou XF(周晓锋)
;
Li S(李帅)
;
Jin L(金樑)
收藏
  |  
浏览/下载:15/0
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提交时间:2022/04/14
Automated machine learning
Collaborative filtering
Weighted l(1)-norm
Distributed automated system
Multilayer selective stacked ensemble
Comparison of Classification Model for the Detection of Cyber-attack using Ensemble Learning Models
期刊论文
EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2022
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/03/01
cyberattack
machine learning
ensemble learning
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