<i>Euclid</i>preparation – XXIII. Derivation of galaxy physical properties with deep machine learning using mock fluxes and<i>H</i>-band images
Laura Bisigello(University of Padua), B. Gillis(Royal Observatory), M. Brescia(Astronomical Observatory of Capodimonte), M. Bolzonella(Osservatorio di Astrofisica e Scienza dello Spazio), J. Carretero(Fermi National Accelerator Laboratory), P. Franzetti(Commissariat à l'Énergie Atomique et aux Énergies Alternatives), F. Courbin, Y. Copin(Université Claude Bernard Lyon 1), Claudia Maraston(University of Portsmouth), F. J. Castander(University of Chicago), O. Cucciati(Osservatorio astronomico di Bologna), V. Capobianco(Osservatorio Astrofisico di Torino), S. Farrens(Centre National de la Recherche Scientifique), M. Baes(HOGENT University of Applied Sciences and Arts), D. Bonino(Osservatorio Astrofisico di Torino), S. E. van Mierlo(University of Groningen), G. Congedo, Christopher J. Conselice(University of Nottingham), H. Degaudenzi, W. Gillard(Centre National de la Recherche Scientifique), F. Dubath(University of Geneva), R. Bender(Max Planck Institute for Extraterrestrial Physics), M. Castellano(Astronomical Observatory of Rome), E. Franceschi(Istituto di Astrofisica Spaziale e Fisica Cosmica di Bologna), Marco Baldi(Osservatorio astronomico di Bologna), S. Dusini, B. Garilli, S. Camera(University of Milan), M. Cropper(University College London), S. Cavuoti(Astronomical Observatory of Capodimonte), N. Auricchio, M. Frailis(Istituto Nazionale di Fisica Nucleare, Sezione di Trieste), M. Fumana(National Institute for Astrophysics), C. Carbone(University of Oslo), L. Corcione, M. Douspis(Université Paris-Sud), E. Branchini(Roma Tre University), A. Humphrey(Universidade do Porto), L. Pozzetti(University of Bristol), A. Da Silva(University of Lisbon), X. Dupac(European Space Astronomy Centre), N. Aghanim(Centre National de la Recherche Scientifique), L Conversi(European Space Astronomy Centre), A. Cimatti(Arcetri Astrophysical Observatory), C. Bodendorf(Max Planck Institute for Extraterrestrial Physics), S. Ferriol, L. K. Hunt(Arcetri Astrophysical Observatory), C.A.J Duncan(University of Manchester), J. Brinchmann(Leiden University)
Cited by 42
Related Papers
<i>Planck</i> 2018 results
|Astronomy and Astrophysics|2020|13.8k
<i>Planck</i>2015 results
|Astronomy and Astrophysics|2016|10.7k
The Sloan Digital Sky Survey: Technical Summary
|The Astronomical Journal|2000|10.5k
<i>Gaia</i> Data Release 2
|Astronomy and Astrophysics|2018|8.6k
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package<sup>*</sup>
|The Astronomical Journal|2018|7.3k