Search Results - Peter Melchior

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  1. 1

    Inhomogeneous Dust Biases Photometric Redshifts and Stellar Masses for LSST by ChangHoon Hahn, Peter Melchior

    Published in The Astrophysical Journal Letters (2025-01-01)
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  2. 2

    Spatially Resolved Galaxy–Dust Modeling with Coupled Data-driven Priors by Jared C. Siegel, Peter Melchior

    Published in The Astrophysical Journal (2025-01-01)
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  3. 3

    Path-minimizing latent ODEs for improved extrapolation and inference by Matt L Sampson, Peter Melchior

    Published in Machine Learning: Science and Technology (2025-01-01)
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  4. 4

    AESTRA: Deep Learning for Precise Radial Velocity Estimation in the Presence of Stellar Activity by Yan Liang, Joshua N. Winn, Peter Melchior

    Published in The Astronomical Journal (2023-01-01)
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  5. 5

    PopSED: Population-level Inference for Galaxy Properties from Broadband Photometry with Neural Density Estimation by Jiaxuan Li, Peter Melchior, ChangHoon Hahn, Song Huang

    Published in The Astronomical Journal (2023-01-01)
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  6. 6

    Autoencoding Galaxy Spectra. I. Architecture by Peter Melchior, Yan Liang, ChangHoon Hahn, Andy Goulding

    Published in The Astronomical Journal (2023-01-01)
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  7. 7

    Cosmology with Galaxy Photometry Alone by ChangHoon Hahn, Francisco Villaescusa-Navarro, Peter Melchior, Romain Teyssier

    Published in The Astrophysical Journal Letters (2024-01-01)
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  8. 8

    Autoencoding Galaxy Spectra. II. Redshift Invariance and Outlier Detection by Yan Liang, Peter Melchior, Sicong Lu, Andy Goulding, Charlotte Ward

    Published in The Astronomical Journal (2023-01-01)
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  9. 9

    Constraining Protoplanetary Disk Winds from Forbidden Line Profiles with Simulation-based Inference by Ahmad Nemer, ChangHoon Hahn, Jiaxuan Li, Peter Melchior, Jeremy Goodman

    Published in The Astrophysical Journal (2024-01-01)
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  10. 10

    A Deep‐Learning Based Parameter Inversion Framework for Large‐Scale Groundwater Models by Amanda Triplett, Andrew Bennett, Laura E. Condon, Peter Melchior, Reed M. Maxwell

    Published in Geophysical Research Letters (2025-04-01)
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  11. 11

    Outlier Detection in the DESI Bright Galaxy Survey by Yan Liang, Peter Melchior, ChangHoon Hahn, Jeff Shen, Andy Goulding, Charlotte Ward

    Published in The Astrophysical Journal Letters (2023-01-01)
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  12. 12

    Spatio‐Temporal Machine Learning for Regional to Continental Scale Terrestrial Hydrology by Andrew Bennett, Hoang Tran, Luis De laFuente, Amanda Triplett, Yueling Ma, Peter Melchior, Reed M. Maxwell, Laura E. Condon

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  13. 13

    Beyond Ultra-diffuse Galaxies. I. Mass–Size Outliers among the Satellites of Milky Way Analogs by Jiaxuan Li, Jenny E. Greene, Johnny P. Greco, Song Huang, Peter Melchior, Rachael Beaton, Kirsten Casey, Shany Danieli, Andy Goulding, Remy Joseph, Erin Kado-Fong, Ji Hoon Kim, Lauren A. MacArthur

    Published in The Astrophysical Journal (2023-01-01)
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