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An Updated Efficient Galaxy Morphology Classification Model Based on ConvNeXt Encoding with UMAP Dimensionality Reduction

  • Authors: Guanwen Fang, Shiwei Zhu, Jun Xu, Shiying Lu, Chichun Zhou, Yao Dai, Zesen Lin, Xu Kong

Guanwen Fang et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 12.

Panel (a) displays the distributions of the Sérsic index for ETGs and LTGs. The gray dashed line marks the classification threshold at n = 2.5. Panel (b) shows the distribution in the GM20 plane for galaxies classified as ETGs and LTGs. The contour levels enclose 20%, 50%, and 80% of the respective subclass, from the innermost to the outermost regions. The dashed line, given by G = 0.14M20 + 0.80 (J. M. Lotz et al. 2008), represents the boundary between LTGs and ETGs.

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