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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
  |  
浏览/下载:3/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
作者:
Li, Yuan
;
Li, Jingwei
;
Wang, Huanjie
;
Liu, Chengbao
;
Tan, Jie
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
Remaining useful life
Ensemble learning
Attention mechanism
Convolutional neural network
Transfer learning
Improvement of an extended ensemble coupled data Assimilation-Forecast system and its application in El Nino diversity predictions
期刊论文
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 247, 页码: 15
作者:
Gao, Yanqiu
;
Zhang, Jicai
;
Liu, Kui
;
Chen, Haibo
;
Xu, Minjie
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Ensemble Kalman filter
Data assimilation
Forecast system
Solar cycle prediction using a combinatorial deep learning model
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2023, 卷号: 527, 期号: 3, 页码: 5675-5682
作者:
Su, Xu
;
Liang, Bo
;
Feng, Song
;
Cai YF(蔡云芳)
;
Dai, Wei
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/29
methods: data analysis
Sun: activity
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)
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Parallel Transportation in TransVerse: From Foundation Models to DeCAST
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 18
作者:
Zhao, Chen
;
Wang, Xiao
;
Lv, Yisheng
;
Tian, Yonglin
;
Lin, Yilun
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  |  
浏览/下载:10/0
  |  
提交时间:2023/11/16
Cyber-physical-social systems (CPSS)
artificial systems
computational experiments
parallel execution (ACP)
decentralized/distributed autonomous operations and organizations (DAO)
big AI models
Potential impacts of climate change on the distribution of echinoderms in the Yellow Sea and East China Sea
期刊论文
MARINE POLLUTION BULLETIN, 2023, 卷号: 194, 页码: 14
作者:
Xu, Yong
;
Ma, Lin
;
Sui, Jixing
;
Li, Xinzheng
;
Wang, Hongfa
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  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
Climate change
Echinoderms
Species distribution models
Yellow Sea
East China Sea
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
A multi-model prediction system for ENSO
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 10
作者:
Liu, Ting
;
Gao, Yanqiu
;
Song, Xunshu
;
Gao, Chuan
;
Tao, Lingjiang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/13
MME
ENSO
Prediction
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