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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  
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：144/1  |  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：83/3  |  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：86/0  |  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：401/12  |  提交时间：2023/07/17
Sun: corona  Sun: activity  methods: statistical  methods: data analysis  techniques: image processing  
Transverse Velocity Field Measurements in High-resolution Solar Images Based on Deep Learning 期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2023, 卷号: 23, 期号: 6
作者:  Shang, Zhen-Hong;  Mu, Si-Yu;  Ji KF(季凯帆);  Qiang, Zhen-Ping
Adobe PDF(1151Kb)  |  收藏  |  浏览/下载：120/1  |  提交时间：2023/06/12
methods: data analysis  techniques: image processing  Sun: fundamental parameters