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Comparison of the parameter space distributions...

Comparison of the parameter space distributions between the training dataset (APOGEE lab...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Probability density distributions of the 11 ste...

Probability density distributions of the 11 stellar labels across the training, validati...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Comparison between the reference APOGEE labels ...

Comparison between the reference APOGEE labels (x-axis) and the model-predicted stellar ...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Calibration curves comparing the predicted unce...

Calibration curves comparing the predicted uncertainty (σpred, x-axis) with the observed...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Comparison of the 11 stellar labels derived fro...

Comparison of the 11 stellar labels derived from our low-resolution XP spectra against t...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Diagnostic learning curves over training epochs...

Diagnostic learning curves over training epochs for the three evaluated architectures. T...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Residual distributions of the stellar labels es...

Residual distributions of the stellar labels estimated by the model on the test set. The...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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The dependence of the model-predicted uncertain...

The dependence of the model-predicted uncertainty on the stellar parameters for the test...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Violin plots showing the distribution of residu...

Violin plots showing the distribution of residuals as a function of Gaia G magnitude (a ...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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The schematic diagram of the boosting-transform...

The schematic diagram of the boosting-transformer model. The top-left panel illustrates ...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Architecture of the transformer-based model (to...

Architecture of the transformer-based model (top) and the 1D CNN (bottom).

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Similar to Figure 11, but comparing our predict...

Similar to Figure 11, but comparing our predictions against the astroNN catalog for 182 ...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Cross-survey validation of fundamental paramete...

Cross-survey validation of fundamental parameters. Top panels: comparison against the GA...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Observational color–magnitude diagrams (MG vs. ...

Observational color–magnitude diagrams (MG vs. GBP − GRP) comparing the parent sample of...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Kiel diagrams (Teff vs. ﹩\mathrm{log}g﹩) for si...

Kiel diagrams (Teff vs. ﹩\mathrm{log}g﹩) for six representative open clusters, demonstra...

Jingzhen Sun et al, The Astrophysical Journal Supplement Series 285 1

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Overview of PSP position and the FOV of WISPR a...

Overview of PSP position and the FOV of WISPR and HI-1 at four times (indicated at the t...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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PSP crossing CME #2 downstream region. In the p...

PSP crossing CME #2 downstream region. In the panels on the left half, from top to botto...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Polar view indicating the CME location at four ...

Polar view indicating the CME location at four particular times (indicated by the label ...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Three-dimensional view illustrating the CME #1 ...

Three-dimensional view illustrating the CME #1 at 2021 November 20 15:00 UT. For clarity...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Reconstruction of the CME #1 with observations ...

Reconstruction of the CME #1 with observations from LASCO/C3, SECCHI/COR2, and WISPR-I (...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Projection of the CME #1 reconstruction over ob...

Projection of the CME #1 reconstruction over observations from HI-1. We derived the GCS ...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Reconstruction of the CME #2 with observations ...

Reconstruction of the CME #2 with observations from SECCHI/COR2, LASCO/C2, and WISPR-I. ...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Types of CME–PSP encounters. The dashed lines r...

Types of CME–PSP encounters. The dashed lines represent hypothetical PSP trajectories th...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Extrapolation of the GCS reconstruction for CME...

Extrapolation of the GCS reconstruction for CME #2 projected into WISPR-O observations f...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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Examples of a CME (a) followed by downstream ou...

Examples of a CME (a) followed by downstream outflows (b) and rays (c). These phenomena ...

Carlos R. Braga et al, The Astrophysical Journal 1005 2

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