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Two-point correlation functions across four red...

Two-point correlation functions across four redshift outputs. Each pair of rows correspo...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Schematic overview of the model pipeline. Halo ...

Schematic overview of the model pipeline. Halo merger trees are encoded by a shared GNN ...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Stellar-mass functions of the 600 test SAM cata...

Stellar-mass functions of the 600 test SAM catalogs at four redshift outputs. Faint red ...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Residuals of the stellar-mass prediction as a f...

Residuals of the stellar-mass prediction as a function of halo mass for GNNS04/T04 → S00...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Predicted versus true stellar masses at z = 0. ...

Predicted versus true stellar masses at z = 0. The one-to-one line is shown in orange, w...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Lower triangular pair plot for the five target ...

Lower triangular pair plot for the five target properties at z1 = 0 in a representative ...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Stellar-mass performance as a function of redsh...

Stellar-mass performance as a function of redshift. Solid curves with open markers show ...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Continuous scatter distributions for the five t...

Continuous scatter distributions for the five target properties across the nine redshift...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Predicted versus true values at z1 = 0 for the ...

Predicted versus true values at z1 = 0 for the four remaining targets. The upper row sho...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Regression–classification performance plane for...

Regression–classification performance plane for the 48 individual SAM-group/tree-chunk r...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Catalog-level fractions for the mass-selected s...

Catalog-level fractions for the mass-selected sample as a function of redshift. The uppe...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Predicted versus true values for the five targe...

Predicted versus true values for the five target properties at five representative redsh...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Performance of the models from the 48 training ...

Performance of the models from the 48 training realizations and their ensemble across re...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Fractions of test trees that are absent from a ...

Fractions of test trees that are absent from a given state in all SAM catalogs, present ...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Residuals of the stellar-mass prediction for in...

Residuals of the stellar-mass prediction for individual galaxies as a function of halo m...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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F1 scores for the quenched and floor states in ...

F1 scores for the quenched and floor states in gas metal mass under three data settings:...

Xuejie Li et al, The Astrophysical Journal Supplement Series 286 2

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Distribution of the NAFF chaotic threshold for ...

Distribution of the NAFF chaotic threshold for the TOI-4633 planetary system with differ...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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Contradistinction before and after the NAFF sta...

Contradistinction before and after the NAFF stability analysis and the MCMC fitting resu...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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Contradistinction before and after the NAFF sta...

Contradistinction before and after the NAFF stability analysis on the MCMC fitting resul...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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N-body RV fitting curves of nine close binaries...

N-body RV fitting curves of nine close binaries with aB < 30 au, including TOI-6963 Ab, ...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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N-body RV fitting curves of five more close bin...

N-body RV fitting curves of five more close binaries with aB < 100 au, including Kepler-...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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N-body RV fitting curves of nine close binaries...

N-body RV fitting curves of nine close binaries with aB < 85 au, including HD 5608 Ab, H...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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(a) The histogram plot of the first 30 target S...

(a) The histogram plot of the first 30 target S-type planets with a2 < 100 au in Kepler ...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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The relationship between ΔK for single S-type p...

The relationship between ΔK for single S-type planets and the period ratio function ...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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Contradistinction before and after the NAFF sta...

Contradistinction before and after the NAFF stability analysis on the MCMC fitting resul...

Xiumin Huang and Jianghui Ji, The Astrophysical Journal Supplement Series 286 2

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