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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 11.

Distributions of multimode (M, panel (a)), intensity (I, panel (b)), deviation (D, panel (c)), and multiplicity (Ψ, panel (d)) for different types of massive galaxies. The top bars represent the median values of M, I, D, and Ψ for different types of galaxies. The median values of the galaxies are gradually increasing from SPHs to IRRs.

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