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Feature importance for the USMILE baseline clas...

Feature importance for the USMILE baseline classifier (left) and customized classifier (...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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ROC curves for the USMILE baseline classifier (...

ROC curves for the USMILE baseline classifier (left) and customized classifier (right). ...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Learning curves of a representative USMILE cust...

Learning curves of a representative USMILE customized classifier, showing cross-validati...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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The t-SNE projection of the complete labeled da...

The t-SNE projection of the complete labeled data set (Section 3.1). Positive (ultracool...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Photometric differences between Pan-STARRS1 and...

Photometric differences between Pan-STARRS1 and LSST in the i (top), z (middle), and y (...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Visualization of the 30th decision tree from a ...

Visualization of the 30th decision tree from a USMILE customized classifier; each classi...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Euclid NISP spectra for example candidates from...

Euclid NISP spectra for example candidates from the UCD-never category, which are classi...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Top panel: the iLSST − yLSST and zLSST − yLSST ...

Top panel: the iLSST − yLSST and zLSST − yLSST colors for the positive (colored) and neg...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Coordinates of the initial candidates (Section ...

Coordinates of the initial candidates (Section 4) selected from LSST DP1, VHS, and CatWI...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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The yLSST − JVHS and yLSST − W1CatWISE colors (...

The yLSST − JVHS and yLSST − W1CatWISE colors (top), as well as the yLSST − KS,VHS and y...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Linear correlations among the eight color featu...

Linear correlations among the eight color features (left) and between each feature and t...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Input vs. predicted spectral types from the USM...

Input vs. predicted spectral types from the USMILE regressor for the full testing set (b...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Feature importance of the USMILE regressor, in ...

Feature importance of the USMILE regressor, in the same format as Figure 4.

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Euclid NISP spectra for example candidates from...

Euclid NISP spectra for example candidates from the UCD-mixed category, which are classi...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Euclid NISP spectra for example candidates from...

Euclid NISP spectra for example candidates from the UCD-agreed category, with the format...

Zhoujian Zhang et al, The Astronomical Journal 170 6

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Distribution of primary BH generations for simu...

Distribution of primary BH generations for simulated BBH mergers with component masses i...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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Masses and effective spin distributions for YCs...

Masses and effective spin distributions for YCs, GCs, and NCs in our fiducial simulation...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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BBH populations for different metallicities (Z ...

BBH populations for different metallicities (Z = 0.02 in the left column, Z = 0.002 in t...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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Delay times of mergers in the GW231123 mass CI ...

Delay times of mergers in the GW231123 mass CI for different cluster environments in our...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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Masses and effective spin distributions for ste...

Masses and effective spin distributions for stellar BBHs in YCs in our fiducial simulati...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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Mass spectrum of BHs produced in primordial ste...

Mass spectrum of BHs produced in primordial stellar binaries for Z = 0.002 and Z = 0.000...

Lavinia Paiella et al, The Astrophysical Journal Letters 994 2

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Simultaneous photometric observations of the tr...

Simultaneous photometric observations of the transit of IRAS 04125+2902b in TESS (top), ...

Madyson G. Barber et al, The Astrophysical Journal Letters 994 2

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MAROON-X relative radial velocities from the re...

MAROON-X relative radial velocities from the red (red squares; top) and blue (blue circl...

Madyson G. Barber et al, The Astrophysical Journal Letters 994 2

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Corner plot of a subset of the RM parameters. T...

Corner plot of a subset of the RM parameters. The contours show the 1, 2, and 3σ levels....

Madyson G. Barber et al, The Astrophysical Journal Letters 994 2

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Distribution of sky-projected obliquity angles ...

Distribution of sky-projected obliquity angles (∣λ∣) for transiting planets across syste...

Madyson G. Barber et al, The Astrophysical Journal Letters 994 2

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