Euclid preparation - XXIII. Derivation of galaxy physical properties with deep machine learning using mock fluxes and H-band images

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

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