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A real-time solar flare forecasting system with deep learning methods 期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2024, 卷号: 369, 期号: 10
作者:  Yan, Pengchao;  Li, Xuebao;  Zheng, Yanfang;  Dong L(董亮);  Yan, Shuainan;  Zhang, Shunhuang;  Ye, Hongwei;  Li, Xuefeng;  Lü, Yongshang;  Ling, Yi;  Huang, Xusheng;  Pan, Yexin
Adobe PDF(2098Kb)  |  收藏  |  浏览/下载：51/0  |  提交时间：2024/11/11
The sun (1693)  Solar flares (1496)  Astronomy image processing (2306)  Convolutional neural networks (1938)  
Analysis of the main factors affecting the performance of multi-classification forecast model for solar flares 期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2024, 卷号: 369, 期号: 8
作者:  Xiang, Changtian;  Zheng, Yanfang;  Li, Xuebao;  Wei, Jinfang;  Yan, Pengchao;  Si, Yingzhen;  Huang, Xusheng;  Dong L(董亮);  Yan, Shuainan;  Lou, Hengrui;  Ye, Hongwei;  Li, Xuefeng;  Zhang, Shunhuang;  Pan, Yexin;  Wu, Huiwen
Adobe PDF(1340Kb)  |  收藏  |  浏览/下载：133/0  |  提交时间：2024/09/09
Methods: data analysis  Techniques: image processing  Sun: activity  Sun: flares  Sun: magnetic fields  
Pulsar candidate identification using advanced transformer-based models 期刊论文
CHINESE JOURNAL OF PHYSICS, 2024, 卷号: 90, 页码: 121-133
作者:  Cao, Jie;  Xu, Tingting;  Deng, Linhua;  Zhou, Xueliang;  Li, Shangxi;  Liu, Yuxia;  Zhou, Weihong
Adobe PDF(2574Kb)  |  收藏  |  浏览/下载：173/1  |  提交时间：2024/06/24
Pulsars  General  Methods  Data analysis  Techniques  Image processing  
Resolution Enhancement of SOHO/MDI Magnetograms 期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2024, 卷号: 24, 期号: 6
作者:  Tan Y(覃瑛);  Ji KF(季凯帆);  Liu H(刘辉);  Yu XG(余晓光)
Adobe PDF(1732Kb)  |  收藏  |  浏览/下载：141/1  |  提交时间：2024/07/04
magnetic fields  techniques: image processing  virtual observatory tools  Sun: magnetic fields  
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;  Huang, Xusheng;  Dong L(董亮);  Lou, Hengrui;  Yan, Shuainan;  Ye, Hongwei;  Li, Xuefeng;  Zhang, Shunhuang;  Pan, Yexin;  Wu, Huiwen
Adobe PDF(2500Kb)  |  收藏  |  浏览/下载：147/1  |  提交时间：2024/05/27
Methods: data analysis  Techniques: image processing  Sun: activity  Sun: flares  Sun: magnetic fields  
Machine Learning-based Identification of Contaminated Images in Light Curve Data Preprocessing 期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2024, 卷号: 24, 期号: 4
作者:  Li H(李徽);  Li RW(李荣旺);  Shu P(舒鹏);  Li YQ(李语强)
Adobe PDF(1824Kb)  |  收藏  |  浏览/下载：157/2  |  提交时间：2024/05/06
techniques: image processing  methods: data analysis  light pollution  
Lossless Compression Method for the Magnetic and Helioseismic Imager (MHI) Payload 期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2024, 卷号: 24, 期号: 4
作者:  Tong, Li-Yue;  Lin, Jia-Ben;  Deng, Yuan-Yong;  Ji KF(季凯帆);  Hou, Jun-Feng;  Wang, Quan;  Yang, Xiao
Adobe PDF(1162Kb)  |  收藏  |  浏览/下载：85/3  |  提交时间：2024/04/22
methods: data analysis  techniques: image processing  Sun: magnetic fields  Sun: photosphere  
Radio frequency interference detection using efficient multiscale convolutional attention Unet 期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2024, 卷号: 529, 期号: 4, 页码: 4719-4727
作者:  Gu, Fei;  Hao LF(郝龙飞);  Liang, Bo;  Feng, Song;  Wei, Shoulin;  Dai, Wei;  Xu YH(徐永华);  Li ZX(李志玄);  Dao, Yihang
Adobe PDF(1045Kb)  |  收藏  |  浏览/下载：150/0  |  提交时间：2024/05/13
methods: data analysis  techniques: image processing  
Galaxy morphology classification based on Convolutional vision Transformer (CvT) 期刊论文
ASTRONOMY & ASTROPHYSICS, 2024, 卷号: 683
作者:  Cao, Jie;  Xu, Tingting;  Deng, Yuhe;  Deng, Linhua;  Yang, Mingcun;  Liu, Zhijing;  Zhou, Weihong
Adobe PDF(1895Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2024/04/08
methods: data analysis  techniques: image processing  Galaxy: general  
Image restoration with point-spread function regularization and active learning 期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2024, 卷号: 527, 期号: 3, 页码: 6581-6590
作者:  Jia, Peng;  Lv, Jiameng;  Ning, Runyu;  Song, Yu;  Li, Nan;  Ji KF(季凯帆);  Cui, Chenzhou;  Li, Shanshan
Adobe PDF(2724Kb)  |  收藏  |  浏览/下载：115/2  |  提交时间：2024/03/29
methods: numerical  techniques: image processing  software: data analysis