Refined classification of YSOs and AGB stars by IR magnitudes, colors, and time-domain analysis with machine learning

Hyunwook Jheonn, Jeong-Eun Lee, Jinho Lee +5

We introduce a binary classification model, {\it the Double Filter Model}, utilizing various machine learning and deep learning methods to classify Young Stellar Objects (YSOs) and…