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Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation
期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 14
作者:
Cao, Ruichen
;
Rong, Zengrui
;
Chen, Haibo
;
Liu, Yi
;
Mu, Lin
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/07
A Symphony oil spill
Pollution probability
Stochastic simulation
Uncertainty analysis
A novel short-term radio flux trend prediction model based on deep learning
期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2023, 卷号: 368, 期号: 10
作者:
Zheng, Yanfang
;
Ling, Yi
;
Li, Xuebao
;
Qin, Weishu
;
Dong L(董亮)
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浏览/下载:0/0
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提交时间:2024/03/29
Sun
Solar activity
Solar radio flux
Predicting the 25th and 26th solar cycles using the long short-term memory method
期刊论文
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN, 2023
作者:
Liu, Xiaohuan
;
Zeng, Shuguang
;
Deng LH(邓林华)
;
Zeng, Xiangyun
;
Zheng, Sheng
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  |  
浏览/下载:14/0
  |  
提交时间:2023/05/22
Method: LSTM
Sun: activity
Sun: solar cycle predict
Sun: sunspots
Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning
会议论文
Austin, TX, USA, 2023-4-30
作者:
Mengqi Zhang
;
Xuwei Xia
;
Qiang Liu
;
Shu Wu
;
Liang Wang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/07/03
Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks
期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 1, 页码: 15
作者:
Ren, Guanghao
;
Wang, Yun
;
Shi, Zhenyun
;
Zhang, Guigang
;
Jin, Feng
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
remaining useful life estimation
aero-engine
convolutional autoencoder
temporal convolutional network
Machine Learning Method for Fatigue Strength Prediction of Nickel-Based Superalloy with Various Influencing Factors
期刊论文
MATERIALS, 2023, 卷号: 16, 期号: 1, 页码: 13
作者:
Guo, Yiyun
;
Rui, Shao-Shi
;
Xu, Wei
;
Sun, Chengqi
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/02/09
machine learning
nickel-based superalloy
fatigue strength prediction
temperature
stress ratio
AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881
作者:
Yuanqi Qin
;
Wen Hua
;
Junchen Jin
;
Jun Ge
;
Xingyuan Dai
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/08/10
Conditional generative adversarial network
signalized urban networks
short-term link speed prediction
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