Euclid preparation – XXIII. Derivation of galaxy physical properties with deep machine learning using mock fluxes and H-band images
Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 520:3 (2023) 3529-3548
Authors:
Euclid Collaboration, L Bisigello, CJ Conselice, M Baes, M Bolzonella, M Brescia, S Cavuoti, O Cucciati, A Humphrey, LK Hunt, C Maraston, L Pozzetti, C Tortora, SE van Mierlo, N Aghanim, N Auricchio, M Baldi, R Bender, C Bodendorf, D Bonino, E Branchini, J Brinchmann, S Camera, V Capobianco, C Carbone, J Carretero, FJ Castander, M Castellano, A Cimatti, G Congedo, L Conversi, Y Copin, L Corcione, F Courbin, M Cropper, A Da Silva, H Degaudenzi, M Douspis, F Dubath, CAJ Duncan, X Dupac, S Dusini, S Farrens, S Ferriol, M Frailis, E Franceschi, P Franzetti, M Fumana, B Garilli, W Gillard, B Gillis, C Giocoli, A Grazian, F Grupp, L Guzzo, SVH Haugan, W Holmes, F Hormuth, A Hornstrup, K Jahnke, M Kümmel, S Kermiche, A Kiessling, M Kilbinger, R Kohley, M Kunz, H Kurki-Suonio, S Ligori, PB Lilje, I Lloro, E Maiorano, O Mansutti, O Marggraf, K Markovic, F Marulli, R Massey, S Maurogordato, E Medinaceli, M Meneghetti, E Merlin, G Meylan, M Moresco, L Moscardini, E Munari, SM Niemi, C Padilla, S Paltani, F Pasian, K Pedersen, V Pettorino, G Polenta, M Poncet, L Popa, F Raison, A Renzi, J Rhodes, G Riccio, H-W Rix, E Romelli, M Roncarelli, C Rosset, E Rossetti, R Saglia, D Sapone, B Sartoris, P Schneider, M Scodeggio, A Secroun, G Seidel, C Sirignano, G Sirri, L Stanco, P Tallada-Crespí, D Tavagnacco, AN Taylor, I Tereno, R Toledo-Moreo, F Torradeflot, I Tutusaus, EA Valentijn, L Valenziano, T Vassallo, Y Wang, A Zacchei, G Zamorani, J Zoubian, S Andreon, S Bardelli, A Boucaud, C Colodro-Conde, D Di Ferdinando, J Graciá-Carpio, V Lindholm, D Maino, S Mei, V Scottez, F Sureau, M Tenti, E Zucca, AS Borlaff, M Ballardini, A Biviano, E Bozzo, C Burigana, R Cabanac, A Cappi, CS Carvalho, S Casas, G Castignani, A Cooray, J Coupon, HM Courtois, J Cuby, S Davini, G De Lucia, G Desprez, H Dole, JA Escartin, S Escoffier, M Farina, S Fotopoulou, K Ganga, J Garcia-Bellido, K George, F Giacomini, G Gozaliasl, H Hildebrandt, I Hook, M Huertas-Company, V Kansal, E Keihanen, CC Kirkpatrick, A Loureiro, JF Macías-Pérez, M Magliocchetti, G Mainetti, S Marcin, M Martinelli, N Martinet, RB Metcalf, P Monaco, G Morgante, S Nadathur, AA Nucita, L Patrizii, A Peel, D Potter, A Pourtsidou, M Pöntinen, P Reimberg, AG Sánchez, Z Sakr, M Schirmer, E Sefusatti, M Sereno, J Stadel, R Teyssier, C Valieri, J Valiviita, M Viel