Lessons learned from the two largest Galaxy morphological classification catalogues built by convolutional neural networks

Summary

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Authors: Cheng, TY; Sanchez, HD; Vega-Ferrero, J; Conselice, CJ; Siudek, M; Aragon-Salamanca, A; Bernardi, M; Cooke, R; Ferreira, L; Huertas-Company, M; Krywult, J; Palmese, A; Pieres, A; Malagon, AAP; Rosell, AC; Gruen, D; Thomas, D; Bacon, D; Brooks, D; James, DJ; Hollowood, DL; Friedel, D; Suchyta, E; Sanchez, E; Menanteau, F; Paz-Chinchon, F; Gutierrez, G; Tarle, G; Sevilla-Noarbe, I; Ferrero, I; Annis

Journal title: MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Journal number: Volume 518, Issue 2, January 2023,

Journal publisher: Blackwell Publishing Inc.

Published year: 2023

Published pages: Pages 2794–2809

DOI identifier: 10.1093/mnras/stac3228

ISSN: 0035-8711