An Advanced Deep Learning Model for Identifying Blue Horizontal-branch Stars from LAMOST DR10

An Advanced Deep Learning Model for Identifying Blue Horizontal-branch Stars from LAMOST DR10

Blue horizontal-branch (BHB) stars are ideal tracers for studying the kinematics and structural properties of the Milky Way. With massive spectral data provided by the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST), we aim to identify more potential BHB stars using machine learni...

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Bibliographic Details
Main Authors: Yuhang Zhang, Yude Bu, Jiangchuan Zhang, Ke Wang, Huili Wu, Mengmeng Zhang, Shanshan Li, Jingzhen Sun, Xiaoming Kong, Zhenping Yi, Meng Liu
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:The Astronomical Journal
Subjects:
Astrostatistics
Astronomy data analysis
Horizontal branch stars
Convolutional neural networks
Online Access:https://doi.org/10.3847/1538-3881/adea95
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