Physical Parameters of 12,201 ASAS-SN Contact Binaries Determined by a Neural Network

In the era of astronomical big data, more than one million contact binaries have been discovered. Traditional approaches of light-curve analysis are inadequate for investigating such an extensive number of systems. This paper builds on prior research to present an advanced neural network model combi...

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Bibliographic Details

Published in:	The Astrophysical Journal Supplement Series
Main Authors:	Kai Li, Li-Heng Wang
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	Astronomy data analysis Eclipsing binary stars Contact binary stars Fundamental parameters of stars
Online Access:	https://doi.org/10.3847/1538-4365/adba63