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PIT histograms for TabPFN 2.5, FlexZBoost, Flow...

PIT histograms for TabPFN 2.5, FlexZBoost, Flow-Spline, and MDN-deep. Panels are ordered...

Raquel R. Valença et al, The Astronomical Journal 172 4

Example photo-z conditional densities on the DR...

Example photo-z conditional densities on the DR6 test set at ntrain = 121,626 for the th...

Raquel R. Valença et al, The Astronomical Journal 172 4

An SHAP interpretation for TabPFN 2.5. Left: be...

An SHAP interpretation for TabPFN 2.5. Left: beeswarm summary over 100 explained test ob...

Raquel R. Valença et al, The Astronomical Journal 172 4

Per-redshift-bin RMSE and η0.15 on the DR6 test...

Per-redshift-bin RMSE and η0.15 on the DR6 test set at ntrain = 121,626 for the three me...

Raquel R. Valença et al, The Astronomical Journal 172 4

Per-r-magnitude-bin point performance on the DR...

Per-r-magnitude-bin point performance on the DR6 test set at ntrain = 121,626 for the Ta...

Raquel R. Valença et al, The Astronomical Journal 172 4

Performance versus training-set size under the ...

Performance versus training-set size under the unweighted spectroscopic-test distributio...

Raquel R. Valença et al, The Astronomical Journal 172 4

Performance versus training-set size under impo...

Performance versus training-set size under importance-weighted evaluation with the tuned...

Raquel R. Valença et al, The Astronomical Journal 172 4

Ranks of the across-repetition mean performance...

Ranks of the across-repetition mean performance at ntrain = 121,626 across the reported ...

Raquel R. Valença et al, The Astronomical Journal 172 4

PIT P–P curves at ntrain = 121,626 before and a...

PIT P–P curves at ntrain = 121,626 before and after importance weighting. The black, blu...

Raquel R. Valença et al, The Astronomical Journal 172 4

Targeted difficult photo-z cases selected using...

Targeted difficult photo-z cases selected using the catastrophic point-prediction criter...

Raquel R. Valença et al, The Astronomical Journal 172 4

Faraday rotation-measure (RM) maps of the MACS ...

Faraday rotation-measure (RM) maps of the MACS J1752+4440 radio relic. Panel (a) shows t...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Rotation measures recovered by RMtools-QUfit an...

Rotation measures recovered by RMtools-QUfit and VROOM-SBI for 100 pixels across the MAC...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Two-component recovery for a representative cas...

Two-component recovery for a representative case with Δϕ = 59.5 rad m−2 (ϕ1 = +15, ϕ2 = ...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Spectral-shape posterior for a simulated steep-...

Spectral-shape posterior for a simulated steep-spectrum source (α = −0.7, β = −0.3, γ = ...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Spectral-index map of MACS J1752+4440 derived f...

Spectral-index map of MACS J1752+4440 derived from the VROOM-SBI total-intensity spectra...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Parameter recovery for the two-component Farada...

Parameter recovery for the two-component Faraday-thin model (256 Sobol test cases). Top ...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Posterior corner plot for a simulated Faraday-t...

Posterior corner plot for a simulated Faraday-thin source. Blue filled contours show the...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Parameter recovery for all four single-componen...

Parameter recovery for all four single-component depolarization models (200 test cases e...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Posterior corner plot for a representative pixe...

Posterior corner plot for a representative pixel in MACS J1752+4440 (p0 ≈ 0.25, RM ≈ 25 ...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Representative TARP ATRC curves. Left: Faraday ...

Representative TARP ATRC curves. Left: Faraday thin N = 1, the largest deviation in the ...

Arpan Pal and Preshanth Jagannathan, The Astronomical Journal 172 4

Panel (a) 5∘ × 5∘ IRIS 60 μm far-infrared image...

Panel (a) 5∘ × 5∘ IRIS 60 μm far-infrared image of the surroundings of T Pyxidis, with t...

Michael W. Healy-Kalesh and Matthew J. Darnley, Research Notes of the AAS 10 9

Velocity-integrated intensity maps of the NH3(1...

Velocity-integrated intensity maps of the NH3(1, 1) main line for the five clumps are sh...

Chao Ou et al, The Astrophysical Journal Letters 1009 2

Velocity-integrated intensity maps of the NH3(1...

Velocity-integrated intensity maps of the NH3(1, 1) main line for the five clumps are sh...

Chao Ou et al, The Astrophysical Journal Letters 1009 2

Velocity-integrated intensity maps of the NH3(1...

Velocity-integrated intensity maps of the NH3(1, 1) main line for the five clumps are sh...

Chao Ou et al, The Astrophysical Journal Letters 1009 2

Velocity-integrated intensity maps of the NH3(1...

Velocity-integrated intensity maps of the NH3(1, 1) main line for the five clumps are sh...

Chao Ou et al, The Astrophysical Journal Letters 1009 2

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Updated Search and Sort

We have updated the search and sort algorithm to return records in reverse chronological order based on the date/time that the images were uploaded to the Astronomy Image Explorer. This is potentially but rarely different from the publication date. Thank you!