Identifying Ring Galaxies in DESI Legacy Imaging Surveys Using Machine Learning Methods

Identifying Ring Galaxies in DESI Legacy Imaging Surveys Using Machine Learning Methods

The formation and evolution of ring structures in galaxies are crucial for understanding the nature and distribution of dark matter, galactic interactions, and the internal secular evolution of galaxies. However, the limited number of existing ring galaxy catalogs has constrained deeper exploration...

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Bibliographic Details
Main Authors: Aina Zhang, Xiaoming Kong, Bowen Liu, Nan Li, Yude Bu, Zhenping Yi, Meng Liu
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:The Astrophysical Journal Supplement Series
Subjects:
Galaxies
Ring galaxies
Galaxy evolution
Astronomy data analysis
Online Access:https://doi.org/10.3847/1538-4365/ade3c5
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