{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T01:06:10Z","timestamp":1775955970294,"version":"3.50.1"},"reference-count":48,"publisher":"EDP Sciences","license":[{"start":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T00:00:00Z","timestamp":1726704000000},"content-version":"vor","delay-in-days":18,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["A&amp;A"],"accepted":{"date-parts":[[2024,4,19]]},"published-print":{"date-parts":[[2024,9]]},"abstract":"<jats:p>The <jats:italic>Euclid<\/jats:italic> mission is expected to image millions of galaxies at high resolution, providing an extensive dataset with which to study galaxy evolution. Because galaxy morphology is both a fundamental parameter and one that is hard to determine for large samples, we investigate the application of deep learning in predicting the detailed morphologies of galaxies in <jats:italic>Euclid<\/jats:italic> using <jats:monospace>Zoobot<\/jats:monospace>, a convolutional neural network pretrained with 450 000 galaxies from the Galaxy Zoo project. We adapted <jats:monospace>Zoobot<\/jats:monospace> for use with emulated <jats:italic>Euclid<\/jats:italic> images generated based on <jats:italic>Hubble<\/jats:italic> Space Telescope COSMOS images and with labels provided by volunteers in the Galaxy Zoo: Hubble project. We experimented with different numbers of galaxies and various magnitude cuts during the training process. We demonstrate that the trained <jats:monospace>Zoobot<\/jats:monospace> model successfully measures detailed galaxy morphology in emulated <jats:italic>Euclid<\/jats:italic> images. It effectively predicts whether a galaxy has features and identifies and characterises various features, such as spiral arms, clumps, bars, discs, and central bulges. When compared to volunteer classifications, <jats:monospace>Zoobot<\/jats:monospace> achieves mean vote fraction deviations of less than 12% and an accuracy of above 91% for the confident volunteer classifications across most morphology types. However, the performance varies depending on the specific morphological class. For the global classes, such as disc or smooth galaxies, the mean deviations are less than 10%, with only 1000 training galaxies necessary to reach this performance. On the other hand, for more detailed structures and complex tasks, such as detecting and counting spiral arms or clumps, the deviations are slightly higher, of namely around 12% with 60 000 galaxies used for training. In order to enhance the performance on complex morphologies, we anticipate that a larger pool of labelled galaxies is needed, which could be obtained using crowd sourcing. We estimate that, with our model, the detailed morphology of approximately 800 million galaxies of the Euclid Wide Survey could be reliably measured and that approximately 230 million of these galaxies would display features. Finally, our findings imply that the model can be effectively adapted to new morphological labels. We demonstrate this adaptability by applying <jats:monospace>Zoobot<\/jats:monospace> to peculiar galaxies. In summary, our trained <jats:monospace>Zoobot<\/jats:monospace> CNN can readily predict morphological catalogues for <jats:italic>Euclid<\/jats:italic> images.<\/jats:p>","DOI":"10.1051\/0004-6361\/202449609","type":"journal-article","created":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T07:47:32Z","timestamp":1726732052000},"page":"A274","source":"Crossref","is-referenced-by-count":15,"title":["<i>Euclid<\/i> preparation"],"prefix":"10.1051","volume":"689","author":[{"name":"Euclid Collaboration:","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2592-6806","authenticated-orcid":false,"given":"B.","family":"Aussel","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8010-8879","authenticated-orcid":false,"given":"S.","family":"Kruk","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6408-4181","authenticated-orcid":false,"given":"M.","family":"Walmsley","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1416-8483","authenticated-orcid":false,"given":"M.","family":"Huertas-Company","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9875-8263","authenticated-orcid":false,"given":"M.","family":"Castellano","sequence":"additional","affiliation":[]},{"given":"C. J.","family":"Conselice","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8178-2942","authenticated-orcid":false,"given":"M. Delli","family":"Veneri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9013-1316","authenticated-orcid":false,"given":"H. Dom\u00ednguez","family":"S\u00e1nchez","sequence":"additional","affiliation":[]},{"given":"P.-A.","family":"Duc","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1643-0024","authenticated-orcid":false,"given":"J. H.","family":"Knapen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0035-5202","authenticated-orcid":false,"given":"U.","family":"Kuchner","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7217-5120","authenticated-orcid":false,"given":"A.","family":"La Marca","sequence":"additional","affiliation":[]},{"given":"B.","family":"Margalef-Bentabol","sequence":"additional","affiliation":[]},{"given":"F. R.","family":"Marleau","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8885-4443","authenticated-orcid":false,"given":"G.","family":"Stevens","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3531-7863","authenticated-orcid":false,"given":"Y.","family":"Toba","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7958-6531","authenticated-orcid":false,"given":"C.","family":"Tortora","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6736-9158","authenticated-orcid":false,"given":"L.","family":"Wang","sequence":"additional","affiliation":[]},{"given":"N.","family":"Aghanim","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3936-0284","authenticated-orcid":false,"given":"B.","family":"Altieri","sequence":"additional","affiliation":[]},{"given":"A.","family":"Amara","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2041-8784","authenticated-orcid":false,"given":"S.","family":"Andreon","sequence":"additional","affiliation":[]},{"given":"N.","family":"Auricchio","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4145-1943","authenticated-orcid":false,"given":"M.","family":"Baldi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8900-0298","authenticated-orcid":false,"given":"S.","family":"Bardelli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7179-0626","authenticated-orcid":false,"given":"R.","family":"Bender","sequence":"additional","affiliation":[]},{"given":"C.","family":"Bodendorf","sequence":"additional","affiliation":[]},{"given":"D.","family":"Bonino","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0808-6908","authenticated-orcid":false,"given":"E.","family":"Branchini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9506-5680","authenticated-orcid":false,"given":"M.","family":"Brescia","sequence":"additional","affiliation":[]},{"given":"J.","family":"Brinchmann","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3399-3574","authenticated-orcid":false,"given":"S.","family":"Camera","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3309-7692","authenticated-orcid":false,"given":"V.","family":"Capobianco","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0125-3563","authenticated-orcid":false,"given":"C.","family":"Carbone","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3130-0204","authenticated-orcid":false,"given":"J.","family":"Carretero","sequence":"additional","affiliation":[]},{"given":"S.","family":"Casas","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3787-4196","authenticated-orcid":false,"given":"S.","family":"Cavuoti","sequence":"additional","affiliation":[]},{"given":"A.","family":"Cimatti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2508-0046","authenticated-orcid":false,"given":"G.","family":"Congedo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6710-8476","authenticated-orcid":false,"given":"L.","family":"Conversi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5317-7518","authenticated-orcid":false,"given":"Y.","family":"Copin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0758-6510","authenticated-orcid":false,"given":"F.","family":"Courbin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0509-1776","authenticated-orcid":false,"given":"H. M.","family":"Courtois","sequence":"additional","affiliation":[]},{"given":"M.","family":"Cropper","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6385-1609","authenticated-orcid":false,"given":"A.","family":"Da Silva","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5887-6799","authenticated-orcid":false,"given":"H.","family":"Degaudenzi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4767-2360","authenticated-orcid":false,"given":"A. M.","family":"Di Giorgio","sequence":"additional","affiliation":[]},{"given":"J.","family":"Dinis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6533-2810","authenticated-orcid":false,"given":"F.","family":"Dubath","sequence":"additional","affiliation":[]},{"given":"X.","family":"Dupac","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1128-0664","authenticated-orcid":false,"given":"S.","family":"Dusini","sequence":"additional","affiliation":[]},{"given":"M.","family":"Farina","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9594-9387","authenticated-orcid":false,"given":"S.","family":"Farrens","sequence":"additional","affiliation":[]},{"given":"S.","family":"Ferriol","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9686-254X","authenticated-orcid":false,"given":"S.","family":"Fotopoulou","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7400-2135","authenticated-orcid":false,"given":"M.","family":"Frailis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0585-6591","authenticated-orcid":false,"given":"E.","family":"Franceschi","sequence":"additional","affiliation":[]},{"given":"P.","family":"Franzetti","sequence":"additional","affiliation":[]},{"given":"M.","family":"Fumana","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3748-5115","authenticated-orcid":false,"given":"S.","family":"Galeotta","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7455-8750","authenticated-orcid":false,"given":"B.","family":"Garilli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4478-1270","authenticated-orcid":false,"given":"B.","family":"Gillis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9590-7961","authenticated-orcid":false,"given":"C.","family":"Giocoli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5688-0663","authenticated-orcid":false,"given":"A.","family":"Grazian","sequence":"additional","affiliation":[]},{"given":"F.","family":"Grupp","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9648-7260","authenticated-orcid":false,"given":"S. V. H.","family":"Haugan","sequence":"additional","affiliation":[]},{"given":"W.","family":"Holmes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2960-978X","authenticated-orcid":false,"given":"I.","family":"Hook","sequence":"additional","affiliation":[]},{"given":"F.","family":"Hormuth","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3363-0936","authenticated-orcid":false,"given":"A.","family":"Hornstrup","sequence":"additional","affiliation":[]},{"given":"P.","family":"Hudelot","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3804-2137","authenticated-orcid":false,"given":"K.","family":"Jahnke","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1804-7715","authenticated-orcid":false,"given":"E.","family":"Keih\u00e4nen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0302-5735","authenticated-orcid":false,"given":"S.","family":"Kermiche","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2590-1273","authenticated-orcid":false,"given":"A.","family":"Kiessling","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9513-7138","authenticated-orcid":false,"given":"M.","family":"Kilbinger","sequence":"additional","affiliation":[]},{"given":"B.","family":"Kubik","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2791-2117","authenticated-orcid":false,"given":"M.","family":"K\u00fcmmel","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3052-7394","authenticated-orcid":false,"given":"M.","family":"Kunz","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4618-3063","authenticated-orcid":false,"given":"H.","family":"Kurki-Suonio","sequence":"additional","affiliation":[]},{"given":"R.","family":"Laureijs","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4172-4606","authenticated-orcid":false,"given":"S.","family":"Ligori","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4324-7794","authenticated-orcid":false,"given":"P. B.","family":"Lilje","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2317-5471","authenticated-orcid":false,"given":"V.","family":"Lindholm","sequence":"additional","affiliation":[]},{"given":"I.","family":"Lloro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2593-4355","authenticated-orcid":false,"given":"E.","family":"Maiorano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5758-4658","authenticated-orcid":false,"given":"O.","family":"Mansutti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7242-3852","authenticated-orcid":false,"given":"O.","family":"Marggraf","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6764-073X","authenticated-orcid":false,"given":"K.","family":"Markovic","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2786-7790","authenticated-orcid":false,"given":"N.","family":"Martinet","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8850-0303","authenticated-orcid":false,"given":"F.","family":"Marulli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6085-3780","authenticated-orcid":false,"given":"R.","family":"Massey","sequence":"additional","affiliation":[]},{"given":"S.","family":"Maurogordato","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4040-7783","authenticated-orcid":false,"given":"E.","family":"Medinaceli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2849-559X","authenticated-orcid":false,"given":"S.","family":"Mei","sequence":"additional","affiliation":[]},{"given":"Y.","family":"Mellier","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1225-7084","authenticated-orcid":false,"given":"M.","family":"Meneghetti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6870-8900","authenticated-orcid":false,"given":"E.","family":"Merlin","sequence":"additional","affiliation":[]},{"given":"G.","family":"Meylan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7616-7136","authenticated-orcid":false,"given":"M.","family":"Moresco","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3473-6716","authenticated-orcid":false,"given":"L.","family":"Moscardini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1751-5946","authenticated-orcid":false,"given":"E.","family":"Munari","sequence":"additional","affiliation":[]},{"given":"S.-M.","family":"Niemi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7951-0166","authenticated-orcid":false,"given":"C.","family":"Padilla","sequence":"additional","affiliation":[]},{"given":"S.","family":"Paltani","sequence":"additional","affiliation":[]},{"given":"F.","family":"Pasian","sequence":"additional","affiliation":[]},{"given":"K.","family":"Pedersen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0644-5727","authenticated-orcid":false,"given":"W. J.","family":"Percival","sequence":"additional","affiliation":[]},{"given":"V.","family":"Pettorino","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0249-2104","authenticated-orcid":false,"given":"S.","family":"Pires","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4067-9196","authenticated-orcid":false,"given":"G.","family":"Polenta","sequence":"additional","affiliation":[]},{"given":"M.","family":"Poncet","sequence":"additional","affiliation":[]},{"given":"L. A.","family":"Popa","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7085-0412","authenticated-orcid":false,"given":"L.","family":"Pozzetti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7819-6918","authenticated-orcid":false,"given":"F.","family":"Raison","sequence":"additional","affiliation":[]},{"given":"R.","family":"Rebolo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9856-1970","authenticated-orcid":false,"given":"A.","family":"Renzi","sequence":"additional","affiliation":[]},{"given":"J.","family":"Rhodes","sequence":"additional","affiliation":[]},{"given":"G.","family":"Riccio","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3069-9222","authenticated-orcid":false,"given":"E.","family":"Romelli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9587-7822","authenticated-orcid":false,"given":"M.","family":"Roncarelli","sequence":"additional","affiliation":[]},{"given":"E.","family":"Rossetti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0378-7032","authenticated-orcid":false,"given":"R.","family":"Saglia","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7089-4503","authenticated-orcid":false,"given":"D.","family":"Sapone","sequence":"additional","affiliation":[]},{"given":"B.","family":"Sartoris","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2568-9994","authenticated-orcid":false,"given":"M.","family":"Schirmer","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8561-2679","authenticated-orcid":false,"given":"P.","family":"Schneider","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0505-3710","authenticated-orcid":false,"given":"A.","family":"Secroun","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2907-353X","authenticated-orcid":false,"given":"G.","family":"Seidel","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0211-2861","authenticated-orcid":false,"given":"S.","family":"Serrano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0995-7146","authenticated-orcid":false,"given":"C.","family":"Sirignano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2626-2853","authenticated-orcid":false,"given":"G.","family":"Sirri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9706-5104","authenticated-orcid":false,"given":"L.","family":"Stanco","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2177-7794","authenticated-orcid":false,"given":"J.-L.","family":"Starck","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1336-8328","authenticated-orcid":false,"given":"P.","family":"Tallada-Cresp\u00ed","sequence":"additional","affiliation":[]},{"given":"A. N.","family":"Taylor","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7064-5424","authenticated-orcid":false,"given":"H. I.","family":"Teplitz","sequence":"additional","affiliation":[]},{"given":"I.","family":"Tereno","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2997-4859","authenticated-orcid":false,"given":"R.","family":"Toledo-Moreo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1160-1517","authenticated-orcid":false,"given":"F.","family":"Torradeflot","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3199-0399","authenticated-orcid":false,"given":"I.","family":"Tutusaus","sequence":"additional","affiliation":[]},{"given":"E. A.","family":"Valentijn","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1170-0104","authenticated-orcid":false,"given":"L.","family":"Valenziano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6512-6358","authenticated-orcid":false,"given":"T.","family":"Vassallo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2387-1194","authenticated-orcid":false,"given":"A.","family":"Veropalumbo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4749-2984","authenticated-orcid":false,"given":"Y.","family":"Wang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8282-2010","authenticated-orcid":false,"given":"J.","family":"Weller","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0396-1192","authenticated-orcid":false,"given":"A.","family":"Zacchei","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2318-301X","authenticated-orcid":false,"given":"G.","family":"Zamorani","sequence":"additional","affiliation":[]},{"given":"J.","family":"Zoubian","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5845-8132","authenticated-orcid":false,"given":"E.","family":"Zucca","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0857-0732","authenticated-orcid":false,"given":"A.","family":"Biviano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3278-4607","authenticated-orcid":false,"given":"M.","family":"Bolzonella","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7387-2633","authenticated-orcid":false,"given":"A.","family":"Boucaud","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8201-1525","authenticated-orcid":false,"given":"E.","family":"Bozzo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3005-5796","authenticated-orcid":false,"given":"C.","family":"Burigana","sequence":"additional","affiliation":[]},{"given":"C.","family":"Colodro-Conde","sequence":"additional","affiliation":[]},{"given":"D.","family":"Di Ferdinando","sequence":"additional","affiliation":[]},{"given":"R.","family":"Farinelli","sequence":"additional","affiliation":[]},{"given":"J.","family":"Graci\u00e1-Carpio","sequence":"additional","affiliation":[]},{"given":"G.","family":"Mainetti","sequence":"additional","affiliation":[]},{"given":"S.","family":"Marcin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8196-1548","authenticated-orcid":false,"given":"N.","family":"Mauri","sequence":"additional","affiliation":[]},{"given":"C.","family":"Neissner","sequence":"additional","affiliation":[]},{"given":"A. A.","family":"Nucita","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4823-3757","authenticated-orcid":false,"given":"Z.","family":"Sakr","sequence":"additional","affiliation":[]},{"given":"V.","family":"Scottez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4254-5901","authenticated-orcid":false,"given":"M.","family":"Tenti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2642-5707","authenticated-orcid":false,"given":"M.","family":"Viel","sequence":"additional","affiliation":[]},{"given":"M.","family":"Wiesmann","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2407-7956","authenticated-orcid":false,"given":"Y.","family":"Akrami","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7232-5152","authenticated-orcid":false,"given":"V.","family":"Allevato","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3579-9583","authenticated-orcid":false,"given":"S.","family":"Anselmi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8211-1630","authenticated-orcid":false,"given":"C.","family":"Baccigalupi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4481-3559","authenticated-orcid":false,"given":"M.","family":"Ballardini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6151-6439","authenticated-orcid":false,"given":"S.","family":"Borgani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3249-4431","authenticated-orcid":false,"given":"A. S.","family":"Borlaff","sequence":"additional","affiliation":[]},{"given":"H.","family":"Bretonni\u00e8re","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6503-5218","authenticated-orcid":false,"given":"S.","family":"Bruton","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6679-2600","authenticated-orcid":false,"given":"R.","family":"Cabanac","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2536-1614","authenticated-orcid":false,"given":"A.","family":"Calabro","sequence":"additional","affiliation":[]},{"given":"A.","family":"Cappi","sequence":"additional","affiliation":[]},{"given":"C. S.","family":"Carvalho","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6831-0687","authenticated-orcid":false,"given":"G.","family":"Castignani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6292-3228","authenticated-orcid":false,"given":"T.","family":"Castro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2796-2149","authenticated-orcid":false,"given":"G.","family":"Ca\u00f1as-Herrera","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6965-7789","authenticated-orcid":false,"given":"K. C.","family":"Chambers","sequence":"additional","affiliation":[]},{"given":"J.","family":"Coupon","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9336-7551","authenticated-orcid":false,"given":"O.","family":"Cucciati","sequence":"additional","affiliation":[]},{"given":"S.","family":"Davini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6220-9104","authenticated-orcid":false,"given":"G.","family":"De Lucia","sequence":"additional","affiliation":[]},{"given":"G.","family":"Desprez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2863-5895","authenticated-orcid":false,"given":"S.","family":"Di Domizio","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9767-3839","authenticated-orcid":false,"given":"H.","family":"Dole","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0748-4768","authenticated-orcid":false,"given":"A.","family":"D\u00edaz-S\u00e1nchez","sequence":"additional","affiliation":[]},{"given":"J. A. Escartin","family":"Vigo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2847-7498","authenticated-orcid":false,"given":"S.","family":"Escoffier","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1295-1132","authenticated-orcid":false,"given":"I.","family":"Ferrero","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6694-3269","authenticated-orcid":false,"given":"F.","family":"Finelli","sequence":"additional","affiliation":[]},{"given":"L.","family":"Gabarra","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8159-8208","authenticated-orcid":false,"given":"K.","family":"Ganga","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9370-8360","authenticated-orcid":false,"given":"J.","family":"Garc\u00eda-Bellido","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9632-0815","authenticated-orcid":false,"given":"E.","family":"Gaztanaga","sequence":"additional","affiliation":[]},{"given":"K.","family":"George","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3129-2814","authenticated-orcid":false,"given":"F.","family":"Giacomini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0236-919X","authenticated-orcid":false,"given":"G.","family":"Gozaliasl","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4028-8785","authenticated-orcid":false,"given":"A.","family":"Gregorio","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8132-6509","authenticated-orcid":false,"given":"D.","family":"Guinet","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3139-8651","authenticated-orcid":false,"given":"A.","family":"Hall","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9814-3338","authenticated-orcid":false,"given":"H.","family":"Hildebrandt","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5252-185X","authenticated-orcid":false,"given":"A. Jimenez","family":"Mu\u00f1oz","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3010-8333","authenticated-orcid":false,"given":"J. J. E.","family":"Kajava","sequence":"additional","affiliation":[]},{"given":"V.","family":"Kansal","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4927-0816","authenticated-orcid":false,"given":"D.","family":"Karagiannis","sequence":"additional","affiliation":[]},{"given":"C. C.","family":"Kirkpatrick","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0610-5252","authenticated-orcid":false,"given":"L.","family":"Legrand","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4371-0876","authenticated-orcid":false,"given":"A.","family":"Loureiro","sequence":"additional","affiliation":[]},{"given":"J.","family":"Macias-Perez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9158-4838","authenticated-orcid":false,"given":"M.","family":"Magliocchetti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6065-3025","authenticated-orcid":false,"given":"R.","family":"Maoli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6943-7732","authenticated-orcid":false,"given":"M.","family":"Martinelli","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4886-9261","authenticated-orcid":false,"given":"C. J. A. P.","family":"Martins","sequence":"additional","affiliation":[]},{"given":"S.","family":"Matthew","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3517-2422","authenticated-orcid":false,"given":"M.","family":"Maturi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8406-0857","authenticated-orcid":false,"given":"L.","family":"Maurin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3167-2574","authenticated-orcid":false,"given":"R. B.","family":"Metcalf","sequence":"additional","affiliation":[]},{"given":"M.","family":"Migliaccio","sequence":"additional","affiliation":[]},{"given":"P.","family":"Monaco","sequence":"additional","affiliation":[]},{"given":"G.","family":"Morgante","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9070-3102","authenticated-orcid":false,"given":"S.","family":"Nadathur","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3983-8778","authenticated-orcid":false,"given":"Nicholas A.","family":"Walton","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0488-8978","authenticated-orcid":false,"given":"A.","family":"Peel","sequence":"additional","affiliation":[]},{"given":"A.","family":"Pezzotta","sequence":"additional","affiliation":[]},{"given":"V.","family":"Popa","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7797-2508","authenticated-orcid":false,"given":"C.","family":"Porciani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0757-5195","authenticated-orcid":false,"given":"D.","family":"Potter","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5442-2530","authenticated-orcid":false,"given":"M.","family":"P\u00f6ntinen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3410-0280","authenticated-orcid":false,"given":"P.","family":"Reimberg","sequence":"additional","affiliation":[]},{"given":"P.-F.","family":"Rocci","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1198-831X","authenticated-orcid":false,"given":"A. G.","family":"S\u00e1nchez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7055-8104","authenticated-orcid":false,"given":"A.","family":"Schneider","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0473-1567","authenticated-orcid":false,"given":"E.","family":"Sefusatti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0302-0325","authenticated-orcid":false,"given":"M.","family":"Sereno","sequence":"additional","affiliation":[]},{"given":"P.","family":"Simon","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5698-0990","authenticated-orcid":false,"given":"A. Spurio","family":"Mancini","sequence":"additional","affiliation":[]},{"given":"S. A.","family":"Stanford","sequence":"additional","affiliation":[]},{"given":"J.","family":"Steinwagner","sequence":"additional","affiliation":[]},{"given":"G.","family":"Testera","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1155-8689","authenticated-orcid":false,"given":"M.","family":"Tewes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7689-0933","authenticated-orcid":false,"given":"R.","family":"Teyssier","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3631-7176","authenticated-orcid":false,"given":"S.","family":"Toft","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7275-9193","authenticated-orcid":false,"given":"S.","family":"Tosi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0239-4595","authenticated-orcid":false,"given":"A.","family":"Troja","sequence":"additional","affiliation":[]},{"given":"M.","family":"Tucci","sequence":"additional","affiliation":[]},{"given":"C.","family":"Valieri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6225-3693","authenticated-orcid":false,"given":"J.","family":"Valiviita","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0898-2216","authenticated-orcid":false,"given":"D.","family":"Vergani","sequence":"additional","affiliation":[]},{"given":"I. A.","family":"Zinchenko","sequence":"additional","affiliation":[]}],"member":"250","published-online":{"date-parts":[[2024,9,19]]},"reference":[{"key":"R1","unstructured":"Abadi M., Barham P., Chen J., et al. 2016, in Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, OSDI\u201916"},{"key":"R2","doi-asserted-by":"crossref","first-page":"A74","DOI":"10.1051\/0004-6361\/201016423","volume":"532","author":"Baillard","year":"2011","journal-title":"A&A"},{"key":"R3","doi-asserted-by":"crossref","first-page":"2687","DOI":"10.1093\/mnras\/stx1688","volume":"471","author":"Bait","year":"2017","journal-title":"MNRAS"},{"key":"R4","doi-asserted-by":"crossref","first-page":"4209","DOI":"10.1093\/mnras\/staa501","volume":"493","author":"Cheng","year":"2020","journal-title":"MNRAS"},{"key":"R5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1086\/375001","volume":"147","author":"Conselice","year":"2003","journal-title":"ApJS"},{"key":"R6","first-page":"99040Q","volume":"9904","author":"Cropper","year":"2016","journal-title":"Proc. SPIE"},{"key":"R7","first-page":"275","volume":"53","author":"de Vaucouleurs","year":"1959","journal-title":"Handbuch Physik"},{"key":"R8","doi-asserted-by":"crossref","unstructured":"de Vaucouleurs G., de Vaucouleurs A., Corwin H. G., et al. 1991, Third Reference Catalogue of Bright Galaxies (New York: Springer)","DOI":"10.1007\/978-1-4757-4363-0"},{"key":"R9","doi-asserted-by":"crossref","first-page":"168","DOI":"10.3847\/1538-3881\/ab089d","volume":"157","author":"Dey","year":"2019","journal-title":"AJ"},{"key":"R10","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1093\/mnras\/stv632","volume":"450","author":"Dieleman","year":"2015","journal-title":"MNRAS"},{"key":"R11","doi-asserted-by":"crossref","first-page":"3661","DOI":"10.1093\/mnras\/sty338","volume":"476","author":"Dom\u00ednguez S\u00e1nchez","year":"2018","journal-title":"MNRAS"},{"key":"R12","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1093\/mnras\/sty3497","volume":"484","author":"Dom\u00ednguez S\u00e1nchez","year":"2019","journal-title":"MNRAS"},{"key":"R13","doi-asserted-by":"crossref","first-page":"A90","DOI":"10.1051\/0004-6361\/202141393","volume":"657","author":"Bretonni\u00e8re","year":"2022","journal-title":"A&A"},{"key":"R14","doi-asserted-by":"crossref","first-page":"A112","DOI":"10.1051\/0004-6361\/202141938","volume":"662","author":"Scaramella","year":"2022","journal-title":"A&A"},{"key":"R15","doi-asserted-by":"crossref","first-page":"A102","DOI":"10.1051\/0004-6361\/202245042","volume":"671","author":"Bretonni\u00e8re","year":"2023","journal-title":"A&A"},{"key":"R16","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1088\/0067-0049\/200\/1\/9","volume":"200","author":"Griffith","year":"2012","journal-title":"ApJS"},{"key":"R17","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1088\/0067-0049\/197\/2\/35","volume":"197","author":"Grogin","year":"2011","journal-title":"ApJS"},{"key":"R18","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1086\/143018","volume":"64","author":"Hubble","year":"1926","journal-title":"ApJ"},{"key":"R19","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1088\/0067-0049\/221\/1\/8","volume":"221","author":"Huertas-Company","year":"2015","journal-title":"ApJS"},{"key":"R20","doi-asserted-by":"crossref","first-page":"111","DOI":"10.3847\/1538-4357\/ab042c","volume":"873","author":"Ivezi\u0107","year":"2019","journal-title":"ApJ"},{"key":"R21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/pasj\/52.1.1","volume":"52","author":"Kaifu","year":"2000","journal-title":"PASJ"},{"key":"R22","unstructured":"Kingma D. P., & Ba J. 2015, in 3rd International Conference on Learning Representations, ICLR 2015 \u2013 Conference Track Proceedings"},{"key":"R23","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1086\/520086","volume":"172","author":"Koekemoer","year":"2007","journal-title":"ApJS"},{"key":"R24","doi-asserted-by":"crossref","first-page":"4731","DOI":"10.1093\/mnras\/stx2605","volume":"473","author":"Kruk","year":"2018","journal-title":"MNRAS"},{"key":"R25","unstructured":"Laureijs R., Amiaux J., Arduini S., et al. 2011 arXiv e-prints [arXiv:1110.3193]"},{"key":"R26","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1111\/j.1365-2966.2008.13689.x","volume":"389","author":"Lintott","year":"2008","journal-title":"MNRAS"},{"key":"R27","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1086\/421849","volume":"128","author":"Lotz","year":"2004","journal-title":"AJ"},{"key":"R28","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.knosys.2015.01.010","volume":"80","author":"Lu","year":"2015","journal-title":"Knowledge-Based Syst."},{"key":"R29","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1017\/S1743921319008615","volume":"14","author":"Masters","year":"2019","journal-title":"Proc. Int. Astron. Union"},{"key":"R30","first-page":"783","volume":"405","author":"Masters","year":"2010","journal-title":"MNRAS"},{"key":"R31","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1086\/340952","volume":"124","author":"Peng","year":"2002","journal-title":"AJ"},{"key":"R32","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1086\/307910","volume":"525","author":"Sakamoto","year":"1999","journal-title":"ApJ"},{"key":"R33","unstructured":"Sandage A. 1961, The Hubble Atlas of Galaxies (Washington: Carnegie Institution)"},{"key":"R34","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1086\/516580","volume":"172","author":"Scoville","year":"2007","journal-title":"ApJS"},{"key":"R35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1086\/516585","volume":"172","author":"Scoville","year":"2007","journal-title":"ApJS"},{"key":"R36","unstructured":"S\u00e9rsic J. L. 1968, Atlas de galaxias australes (Cordoba, Argentina: Observatorio Astronomico)"},{"key":"R37","doi-asserted-by":"crossref","first-page":"4420","DOI":"10.1093\/mnras\/stw2587","volume":"464","author":"Simmons","year":"2017","journal-title":"MNRAS"},{"key":"R38","unstructured":"Tan M., & Le Q. V. 2019, arXiv e-prints [arXiv:1905.11946]"},{"key":"R39","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1086\/516596","volume":"172","author":"Taniguchi","year":"2007","journal-title":"ApJS"},{"key":"R40","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1086\/154452","volume":"206","author":"van den Bergh","year":"1976","journal-title":"ApJ"},{"key":"R41","doi-asserted-by":"crossref","first-page":"1927","DOI":"10.1093\/mnras\/stab594","volume":"506","author":"Vega-Ferrero","year":"2021","journal-title":"MNRAS"},{"key":"R42","doi-asserted-by":"crossref","first-page":"3966","DOI":"10.1093\/mnras\/stab2093","volume":"509","author":"Walmsley","year":"2022","journal-title":"MNRAS"},{"key":"R43","doi-asserted-by":"crossref","first-page":"1581","DOI":"10.1093\/mnras\/stac525","volume":"513","author":"Walmsley","year":"2022","journal-title":"MNRAS"},{"key":"R44","unstructured":"Walmsley M., Slijepcevic I. V., Bowles M., & Scaife A. M. M. 2022c, Machine Learning for Astrophysics Workshop at the 39th International Conference on Machine Learning, (ICML 2022), online at https:\/\/ml4astro.github.io\/icml2022, 29"},{"key":"R45","doi-asserted-by":"crossref","first-page":"5312","DOI":"10.21105\/joss.05312","volume":"8","author":"Walmsley","year":"2023","journal-title":"J. Open Source Softw."},{"key":"R46","doi-asserted-by":"crossref","first-page":"4768","DOI":"10.1093\/mnras\/stad2919","volume":"526","author":"Walmsley","year":"2023","journal-title":"MNRAS"},{"key":"R47","doi-asserted-by":"crossref","first-page":"2835","DOI":"10.1093\/mnras\/stt1458","volume":"435","author":"Willett","year":"2013","journal-title":"MNRAS"},{"key":"R48","doi-asserted-by":"crossref","first-page":"4176","DOI":"10.1093\/mnras\/stw2568","volume":"464","author":"Willett","year":"2017","journal-title":"MNRAS"}],"container-title":["Astronomy &amp; Astrophysics"],"original-title":[],"link":[{"URL":"https:\/\/www.aanda.org\/10.1051\/0004-6361\/202449609\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T07:52:33Z","timestamp":1726732353000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.aanda.org\/10.1051\/0004-6361\/202449609"}},"subtitle":["XLIII. Measuring detailed galaxy morphologies for <i>Euclid<\/i> with machine learning"],"short-title":[],"issued":{"date-parts":[[2024,9]]},"references-count":48,"alternative-id":["aa49609-24"],"URL":"https:\/\/doi.org\/10.1051\/0004-6361\/202449609","relation":{},"ISSN":["0004-6361","1432-0746"],"issn-type":[{"value":"0004-6361","type":"print"},{"value":"1432-0746","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9]]}}}