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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
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
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
Integrating Fuzzy C-Means Clustering and Explainable AI for Robust Galaxy Classification