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A Graph-based Neural-network Surrogate Model for an Accelerating Semianalytical Model of Galaxy Formation and Evolution

  • Authors: Xuejie Li, Zhongxu Zhai, Xiaohu Yang, Andrew Benson, Yun Wang

Xuejie Li et al 2026 The Astrophysical Journal Supplement Series 286 .

  • Provider: AAS Journals

Caption: Figure 11.

Catalog-level fractions for the mass-selected sample as a function of redshift. The upper panel shows the quenched fraction and the lower panel shows the fraction of systems at the floor value in gas metal mass. At each redshift, the violin indicates the full distribution across catalogs, the box marks the interquartile range, and the central line marks the median.

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