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The influence of magnetic field parameters and time step on deep learning models of solar flare prediction
期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2024, 卷号: 369, 期号: 5
作者:
Wei, Jinfang
;
Zheng, Yanfang
;
Li, Xuebao
;
Xiang, Changtian
;
Yan, Pengchao
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/27
Methods: data analysis
Techniques: image processing
Sun: activity
Sun: flares
Sun: magnetic fields
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
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  |  
浏览/下载:2/0
  |  
提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
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
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  |  
浏览/下载:2/0
  |  
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
Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:
Zhou, Yuan
;
Ren, Tian
;
Chen, Keran
;
Gao, Le
;
Li, Xiaofeng
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  |  
浏览/下载:0/0
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提交时间:2024/06/04
Forecasting
Predictive models
Atmospheric waves
Spatiotemporal phenomena
Sea surface
Ocean waves
Data models
Sea-surface height anomaly (SSHA)
deep learning (DL)
spatiotemporal prediction
Rossby waves
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
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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
Solar Radio Burst Detection Based on the MobileViT-SSDLite Lightweight Model
期刊论文
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2023, 卷号: 269, 期号: 2
作者:
He, Hailan
;
Yuan, Guowu
;
Zhou, Hao
;
Tan, Chengming
;
Guo SJ(郭少杰)
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  |  
浏览/下载:2/0
  |  
提交时间:2024/03/29
Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Li, Ding
;
Zhang, Qichao
;
Lu, Shuai
;
Pan, Yifeng
;
Zhao, Dongbin
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
Trajectory
Predictive models
Behavioral sciences
Pipelines
Task analysis
Feature extraction
Vehicle dynamics
Conditional prediction
goal-oriented trajectory prediction
hierarchical vectorized representation
joint trajectory prediction
marginal prediction
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting
期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:
Zhang, Weishan
;
Chen, Xiao
;
He, Ke
;
Chen, Leiming
;
Xu, Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
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
Fusing Multi-Granularity Data for Stock Trend Prediction with Contrastive Pre-training
会议论文
Zhuhai, China, February 17-20, 2023
作者:
Xu,Haonan
;
Li,Jiange
;
Wang,Peng
;
Yin, Xianchen
;
Xue, Wenfang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/06/27
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