Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks

Research output: Contribution to journalJournal articleResearchpeer-review

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Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks. / Park, Ji Won; Birrer, Simon; Ueland, Madison; Cranmer, Miles; Agnello, Adriano; Wagner-carena, Sebastian; Marshall, Philip J.; Roodman, Aaron; LSST Dark Energy Science Collaboration.

In: Astrophysical Journal, Vol. 953, No. 2, 178, 16.08.2023.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Park, JW, Birrer, S, Ueland, M, Cranmer, M, Agnello, A, Wagner-carena, S, Marshall, PJ, Roodman, A & LSST Dark Energy Science Collaboration 2023, 'Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks', Astrophysical Journal, vol. 953, no. 2, 178. https://doi.org/10.3847/1538-4357/acdc25

APA

Park, J. W., Birrer, S., Ueland, M., Cranmer, M., Agnello, A., Wagner-carena, S., Marshall, P. J., Roodman, A., & LSST Dark Energy Science Collaboration (2023). Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks. Astrophysical Journal, 953(2), [178]. https://doi.org/10.3847/1538-4357/acdc25

Vancouver

Park JW, Birrer S, Ueland M, Cranmer M, Agnello A, Wagner-carena S et al. Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks. Astrophysical Journal. 2023 Aug 16;953(2). 178. https://doi.org/10.3847/1538-4357/acdc25

Author

Park, Ji Won ; Birrer, Simon ; Ueland, Madison ; Cranmer, Miles ; Agnello, Adriano ; Wagner-carena, Sebastian ; Marshall, Philip J. ; Roodman, Aaron ; LSST Dark Energy Science Collaboration. / Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks. In: Astrophysical Journal. 2023 ; Vol. 953, No. 2.

Bibtex

@article{dc4e13c5c3684582a00ffbb165153bd3,
title = "Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks",
author = "Park, {Ji Won} and Simon Birrer and Madison Ueland and Miles Cranmer and Adriano Agnello and Sebastian Wagner-carena and Marshall, {Philip J.} and Aaron Roodman and {LSST Dark Energy Science Collaboration}",
year = "2023",
month = aug,
day = "16",
doi = "10.3847/1538-4357/acdc25",
language = "English",
volume = "953",
journal = "Astrophysical Journal",
issn = "0004-637X",
publisher = "Institute of Physics Publishing, Inc",
number = "2",

}

RIS

TY - JOUR

T1 - Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks

AU - Park, Ji Won

AU - Birrer, Simon

AU - Ueland, Madison

AU - Cranmer, Miles

AU - Agnello, Adriano

AU - Wagner-carena, Sebastian

AU - Marshall, Philip J.

AU - Roodman, Aaron

AU - LSST Dark Energy Science Collaboration

PY - 2023/8/16

Y1 - 2023/8/16

U2 - 10.3847/1538-4357/acdc25

DO - 10.3847/1538-4357/acdc25

M3 - Journal article

VL - 953

JO - Astrophysical Journal

JF - Astrophysical Journal

SN - 0004-637X

IS - 2

M1 - 178

ER -

ID: 375968441