% IMPORTANT: The following is UTF-8 encoded. This means that in the presence % of non-ASCII characters, it will not work with BibTeX 0.99 or older. % Instead, you should use an up-to-date BibTeX implementation like “bibtex8” or % “biber”. @ARTICLE{Collaboration:1017740, author = {Kovačić, I. and Baes, M. and Nersesian, A. and Andreadis, N. and Nemani, L. and Abdurro’uf and Bisigello, L. and Bolzonella, M. and Tortora, C. and van der Wel, A. and Cavuoti, S. and Conselice, C. J. and Enia, A. and Hunt, L. K. and Iglesias-Navarro, P. and Iodice, E. and Knapen, J. H. and Marleau, F. R. and Müller, O. and Peletier, R. F. and Román, J. and Ragusa, R. and Salucci, P. and Saifollahi, T. and Scodeggio, M. and Siudek, M. and De Waele, T. and Amara, A. and Andreon, S. and Auricchio, N. and Baccigalupi, C. and Baldi, M. and Bardelli, S. and Battaglia, P. and Bender, R. and Bodendorf, C. and Bonino, D. and Bon, W. and Branchini, E. and Brescia, M. and Brinchmann, J. and Camera, S. and Capobianco, V. and Carbone, C. and Carretero, J. and Casas Castro, Santiago Andres and Castander, F. J. and Castellano, M. and Castignani, G. and Cimatti, A. and Colodro-Conde, C. and Congedo, G. and Conversi, L. and Copin, Y. and Courbin, F. and Courtois, H. M. and Da Silva, A. and Degaudenzi, H. and De Lucia, G. and Di Giorgio, A. M. and Dinis, J. and Douspis, M. and Dubath, F. and Dupac, X. and Dusini, S. and Ealet, A. and Farina, M. and Farrens, S. and Faustini, F. and Ferriol, S. and Fosalba, P. and Frailis, M. and Franceschi, E. and Galeotta, S. and Gillis, B. and Giocoli, C. and Grazian, A. and Grupp, F. and Guzzo, L. and Haugan, S. V. H. and Holmes, W. and Hook, I. and Hormuth, F. and Hornstrup, A. and Jahnke, K. and Jhabvala, M. and Joachimi, B. and Keihänen, E. and Kermiche, S. and Kiessling, A. and Kilbinger, M. and Kubik, B. and Kuijken, K. and Kümmel, M. and Kunz, M. and Kurki-Suonio, H. and Ligori, S. and Lilje, P. B. and Lindholm, V. and Lloro, I. and Maino, D. and Maiorano, E. and Mansutti, O. and Marcin, S. and Marggraf, O. and Markovic, K. and Martinelli, M. and Martinet, N. and Marulli, F. and Massey, R. and Medinaceli, E. and Mei, S. and Melchior, M. and Mellier, Y. and Meneghetti, M. and Merlin, E. and Meylan, G. and Moresco, M. and Moscardini, L. and Niemi, S.-M. and Nightingale, J. W. and Padilla, C. and Paltani, S. and Pasian, F. and Pedersen, K. and Pettorino, V. and Pires, S. and Polenta, G. and Poncet, M. and Popa, L. A. and Pozzetti, L. and Raison, F. and Rebolo, R. and Renzi, A. and Rhodes, J. and Riccio, G. and Romelli, E. and Roncarelli, M. and Rossetti, E. and Saglia, R. and Sakr, Z. and Sánchez, A. G. and Sapone, D. and Sartoris, B. and Schirmer, M. and Schneider, P. and Schrabback, T. and Secroun, A. and Seidel, G. and Serrano, S. and Sirignano, C. and Sirri, G. and Stanco, L. and Steinwagner, J. and Tallada-Crespí, P. and Tavagnacco, D. and Taylor, A. N. and Teplitz, H. I. and Tereno, I. and Toledo-Moreo, R. and Torradeflot, F. and Tutusaus, I. and Valenziano, L. and Vassallo, T. and Verdoes Kleijn, G. and Veropalumbo, A. and Wang, Y. and Weller, J. and Zacchei, A. and Zamorani, G. and Zucca, E. and Biviano, A. and Bozzo, E. and Burigana, C. and Calabrese, M. and Di Ferdinando, D. and Escartin Vigo, J. A. and Finelli, F. and Gracia-Carpio, J. and Matthew, S. and Mauri, N. and Pöntinen, M. and Scottez, V. and Tenti, M. and Viel, M. and Wiesmann, M. and Akrami, Y. and Allevato, V. and Alvi, S. and Anselmi, S. and Archidiacono, M. and Atrio-Barandela, F. and Ballardini, M. and Bethermin, M. and Blot, L. and Borgani, S. and Bruton, S. and Cabanac, R. and Calabro, A. and Camacho Quevedo, B. and Cañas-Herrera, G. and Cappi, A. and Caro, F. and Carvalho, C. S. and Castro, T. and Chambers, K. C. and Contini, T. and Cooray, A. R. and Cucciati, O. and Desprez, G. and Díaz-Sánchez, A. and Diaz, J. J. and Di Domizio, S. and Dole, H. and Escoffier, S. and Ferrari, A. G. and Ferreira, P. G. and Ferrero, I. and Finoguenov, A. and Fontana, A. and Fornari, F. and Gabarra, L. and Ganga, K. and García-Bellido, J. and Gasparetto, T. and Gautard, V. and Gaztanaga, E. and Giacomini, F. and Gianotti, F. and Gozaliasl, G. and Gutierrez, C. M. and Hall, A. and Hemmati, S. and Hildebrandt, H. and Hjorth, J. and Jimenez Muñoz, A. and Kajava, J. J. E. and Kansal, V. and Karagiannis, D. and Kirkpatrick, C. C. and Le Brun, A. M. C. and Le Graet, J. and Lesgourgues, Julien and Liaudat, T. I. and Loureiro, A. and Macias-Perez, J. and Maggio, G. and Magliocchetti, M. and Mannucci, F. and Maoli, R. and Martín-Fleitas, J. and Martins, C. J. A. P. and Maurin, L. and Metcalf, R. B. and Miluzio, M. and Monaco, P. and Montoro, A. and Mora, A. and Moretti, C. and Morgante, G. and Walton, Nicholas A. and Patrizii, L. and Popa, V. and Potter, D. and Risso, I. and Rocci, P.-F. and Sahlén, M. and Sarpa, E. and Scarlata, C. and Schneider, A. and Sereno, M. and Shankar, F. and Simon, P. and Spurio Mancini, A. and Stadel, J. and Stanford, S. A. and Tanidis, K. and Tao, C. and Testera, G. and Teyssier, R. and Toft, S. and Tosi, S. and Troja, A. and Tucci, M. and Valieri, C. and Valiviita, J. and Vergani, D. and Verza, G. and Vielzeuf, P.}, collaboration = {{Euclid Collaboration}}, title = {{E}uclid preparation - {LXVIII}. {E}xtracting physical parameters from galaxies with machine learning}, journal = {Astronomy and astrophysics}, volume = {695}, issn = {1432-0746}, address = {Les Ulis}, publisher = {EDP Sciences}, reportid = {RWTH-2025-07541}, pages = {A284}, year = {2025}, cin = {130000 / 139610}, ddc = {520}, cid = {$I:(DE-82)130000_20140620$ / $I:(DE-82)139610_20160614$}, typ = {PUB:(DE-HGF)16}, UT = {WOS:001489120900001}, doi = {10.1051/0004-6361/202453111}, url = {https://publications.rwth-aachen.de/record/1017740}, }