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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Bibliografski detalji

Glavni autori:	Jianzhen Chen, Zhijian Luo, Cheng Cheng, Jun Hou, Shaohua Zhang, Chenggang Shu
Format:	Artigo
Jezik:	Inglês
Izdano:	IOP Publishing 2025-01-01
Serija:	The Astrophysical Journal Supplement Series
Teme:	Galaxies Astronomy data analysis Astronomy image processing Convolutional neural networks Ground-based astronomy Computational astronomy
Online pristup:	https://doi.org/10.3847/1538-4365/adec98
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