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A precise magnetic modeling method for scientific satellites based on a self-attention mechanism and Kolmogorov-Arnold Networks
Ye Liu, Xingjian Shi, Wenzhe Yang, Zhiming Cai, Huawang Li
2025, 2(1): 1-9. DOI: 10.61977/ati2024049
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Handling class imbalance of radio frequency interference in deep learning-based fast radio burst search pipelines using a deep convolutional generative adversarial network
Wenlong Du, Yanling Liu, Maozheng Chen
2025, 2(1): 10-15. DOI: 10.61977/ati2024053
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Hemispheric prediction of solar cycles 25 and 26 from multivariate sunspot time-series data via Informer models
Jie Cao, Tingting Xu, Linhua Deng, Xueliang Zhou, Xinhua Zhao, Nanbin Xiang, Fuyu Li, Miao Wan, Weihong Zhou
2025, 2(1): 16-26. DOI: 10.61977/ati2024047
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Application of AI technology in pulsar candidate identification
Wanqiong Wang, Jie Wang, Xinchen Ye, Yazhou Zhang, Jia Li, Xu Du, Wenna Cai, Han Wu, Ting Zhang, Yuyue Jiao
2025, 2(1): 27-43. DOI: 10.61977/ati2024050
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Application of deep learning methods to high-energy astrophysics
Ziwei Ou
2025, 2(1): 44-51. DOI: 10.61977/ati2024063
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Photometry-free sky area visibility estimation method for All-sky Camera
Haiwen Xie, Hui Zhi, Zhe Kang, Shiyu Deng, Bingli Niu, Lei Wang, Xiaojun Jiang
2025, 2(1): 52-64. DOI: 10.61977/ati2024056
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