Detecting Galactic Rings in the DESI Legacy Imaging Surveys with Semisupervised Deep Learning

The ring structures of disk galaxies are vital for understanding galaxy evolution and dynamics. However, due to the scarcity of ringed galaxies and challenges in their identification, traditional methods often struggle to efficiently obtain statistically significant samples. To address this, this st...

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書誌詳細

主要な著者:	Jianzhen Chen, Zhijian Luo, Cheng Cheng, Jun Hou, Shaohua Zhang, Chenggang Shu
フォーマット:	Artigo
言語:	Inglês
出版事項:	IOP Publishing 2025-01-01
シリーズ:	The Astrophysical Journal Supplement Series
主題:	Galaxies Astronomy data analysis Astronomy image processing Convolutional neural networks Ground-based astronomy Computational astronomy
オンライン･アクセス:	https://doi.org/10.3847/1538-4365/adec98
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