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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：127/0  |  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：171/1  |  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：139/1  |  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：140/1  |  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：155/2  |  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：82/3  |  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：148/0  |  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：85/0  |  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：114/2  |  提交时间：2024/03/29
methods: numerical  techniques: image processing  software: data analysis  
Extraction and Analysis of Coronal High-temperature Components Based on Outlier Detection 期刊论文
Research in Astronomy and Astrophysics, 2023, 卷号: 23, 期号: 6
作者:  Sun LY(孙莉焰);  Ji KF(季凯帆);  Hong JC(洪俊超);  Liu H(刘辉)
Adobe PDF(1209Kb)  |  收藏  |  浏览/下载：400/12  |  提交时间：2023/07/17
Sun: corona  Sun: activity  methods: statistical  methods: data analysis  techniques: image processing