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BGRem: A background noise remover for astronomical images based on a diffusion model
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Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs
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The AI supervisor of source-extraction algorithms for images obtained by wide-field small-aperture optical telescopes
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Chao Yang, Zhizheng Pan, Min Fang, Xian Zhong Zheng, Binyang Liu, Guoliang Li, Tian-Rui Sun, Ji-An Jiang, Miaomiao Zhang, Zhen Wan, Shuang Liu, Han Qu, Ji Yang, Xu Kong, Wenhao Liu, Yiping Shu, Jiang Chang, Tinggui Wang, Lulu Fan, Yongquan Xue, Wentao Luo, Hongxin Zhang, Zheng Lou, Haibin Zhao, Bin Li, et al. The Astrophysical Journal 988(2) 199 (2025) https://doi.org/10.3847/1538-4357/ade78e
A Morphological Model to Separate Resolved–Unresolved Sources in the DESI Legacy Surveys: Application in the LS4 Alert Stream
Chang 畅 Liu 刘, Adam A. Miller, Joshua S. Bloom, Robert A. Knop and Peter E. Nugent Publications of the Astronomical Society of the Pacific 137(8) 084501 (2025) https://doi.org/10.1088/1538-3873/adf7db
Integrating Fuzzy C-Means Clustering and Explainable AI for Robust Galaxy Classification
Application of Deep-learning Methods for Distinguishing Gamma-Ray Bursts from Fermi/GBM Time-tagged Event Data
Peng 鹏 Zhang 张, Bing 兵 Li 李, Renzhou 任舟 Gui 桂, Shaolin 少林 Xiong 熊, Ze-Cheng 泽城 Zou 邹, Xianggao 祥高 Wang 王, Xiaobo 小波 Li 李, Ce 策 Cai 蔡, Yi 一 Zhao 赵, Yanqiu 艳秋 Zhang 张, Wangchen 王陈 Xue 薛, Chao 超 Zheng 郑 and Hongyu 宏宇 Zhao 赵 The Astrophysical Journal Supplement Series 272(1) 4 (2024) https://doi.org/10.3847/1538-4365/ad2de5
Wide Area VISTA Extra-galactic Survey (WAVES): unsupervised star-galaxy separation on the WAVES-Wide photometric input catalogue using UMAP and hdbscan
Todd L Cook, Behnood Bandi, Sam Philipsborn, Jon Loveday, Sabine Bellstedt, Simon P Driver, Aaron S G Robotham, Maciej Bilicki, Gursharanjit Kaur, Elmo Tempel, Ivan Baldry, Daniel Gruen, Marcella Longhetti, Angela Iovino, Benne W Holwerda and Ricardo Demarco Monthly Notices of the Royal Astronomical Society 535(3) 2129 (2024) https://doi.org/10.1093/mnras/stae2389
Automated detection of satellite trails in ground-based observations using U-Net and Hough transform
F. Stoppa, P. J. Groot, R. Stuik, P. Vreeswijk, S. Bloemen, D. L. A. Pieterse and P. A. Woudt Astronomy & Astrophysics 692 A199 (2024) https://doi.org/10.1051/0004-6361/202451663
Improved source classification and performance analysis using Gaia DR3
The Zwicky Transient Facility Bright Transient Survey. III. BTSbot: Automated Identification and Follow-up of Bright Transients with Deep Learning
Nabeel Rehemtulla, Adam A. Miller, Theophile Jegou Du Laz, Michael W. Coughlin, Christoffer Fremling, Daniel A. Perley, Yu-Jing Qin, Jesper Sollerman, Ashish A. Mahabal, Russ R. Laher, Reed Riddle, Ben Rusholme and Shrinivas R. Kulkarni The Astrophysical Journal 972(1) 7 (2024) https://doi.org/10.3847/1538-4357/ad5666