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

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

doi:10.1093/mnras/stac3810

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

Bisigello, L., Conselice, C., Baes, M., Bolzonella, M., Brescia, M., Cavuoti, S., et al. (2023). 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, 520(3), 3529-3548. doi:10.1093/mnras/stac3810.

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Bisigello, L., Author
Conselice, C.J., Author
Baes, M., Author
Bolzonella, M., Author
Brescia, M., Author
Cavuoti, S., Author
Cucciati, O., Author
Humphrey, A., Author
Hunt, L. K., Author
Maraston, C., Author
Pozzetti, L., Author
Tortora, C., Author
van Mierlo, S.E., Author
Aghanim, N., Author
Auricchio, N., Author
Baldi, M., Author
Bender, R.¹, Author
Bodendorf, C.¹, Author
Bonino, D., Author
Branchini, E., Author
Brinchmann, J., AuthorCamera, S., AuthorCapobianco, V., AuthorCarbone, C., AuthorCarretero, J., AuthorCastander, F.J., AuthorCastellano, M., AuthorCimatti, A., AuthorCongedo, G., AuthorConversi, L., AuthorCopin, Y., AuthorCorcione, L., AuthorCourbin, F., AuthorCropper, M., AuthorSilva, A. Da, AuthorDegaudenzi, H., AuthorDouspis, M., AuthorDubath, F., AuthorDuncan, C.A.J., AuthorDupac, X., AuthorDusini, S., AuthorFarrens, S., AuthorFerriol, S., AuthorFrailis, M., AuthorFranceschi, E., AuthorFranzetti, P., AuthorFumana, M., AuthorGarilli, B., AuthorGillard, W., AuthorGillis, B., AuthorGiocoli, C., AuthorGrazian, A., AuthorGrupp, F.¹, Author         Guzzo, L., AuthorHaugan, S.V.H., AuthorHolmes, W., AuthorHormuth, F., AuthorHornstrup, A., AuthorJahnke, K., AuthorKümmel, M., AuthorKermiche, S., AuthorKiessling, A., AuthorKilbinger, M., AuthorKohley, R., AuthorKunz, M., AuthorKurki-Suonio, H., AuthorLigori, S., AuthorLilje, P. B., AuthorLloro, I., AuthorMaiorano, E., AuthorMansutti, O., AuthorMarggraf, O., AuthorMarkovic, K., AuthorMarulli, F., AuthorMassey, R., AuthorMaurogordato, S., AuthorMedinaceli, E., AuthorMeneghetti, M., AuthorMerlin, E., AuthorMeylan, G., AuthorMoresco, M., AuthorMoscardini, L., AuthorMunari, E., AuthorNiemi, S.M., AuthorPadilla, C., AuthorPaltani, S., AuthorPasian, F., AuthorPedersen, K., AuthorPettorino, V., AuthorPolenta, G., AuthorPoncet, M., AuthorPopa, L., AuthorRaison, F.¹, Author         Renzi, A., AuthorRhodes, J., AuthorRiccio, G., AuthorRix, H.-W., AuthorRomelli, E., AuthorRoncarelli, M., AuthorRosset, C., AuthorRossetti, E., AuthorSaglia, R.¹, Author         Sapone, D., AuthorSartoris, B., AuthorSchneider, P., AuthorScodeggio, M., AuthorSecroun, A., AuthorSeidel, G., AuthorSirignano, C., AuthorSirri, G., AuthorStanco, L., AuthorTallada-Crespí, P., AuthorTavagnacco, D., AuthorTaylor, A.N., AuthorTereno, I., AuthorToledo-Moreo, R., AuthorTorradeflot, F., AuthorTutusaus, I., AuthorValentijn, E.A., AuthorValenziano, L., AuthorVassallo, T., AuthorWang, Y., AuthorZacchei, A., AuthorZamorani, G., AuthorZoubian, J., AuthorAndreon, S., AuthorBoucaud, S. Bardelli A., AuthorColodro-Conde, C., AuthorFerdinando, D. Di, AuthorGraciá-Carpio, J.², Author         Lindholm, V., AuthorMaino, D., AuthorMei, S., AuthorScottez, V., AuthorSureau, F., AuthorTenti, M., AuthorZucca, E., AuthorBorlaff, A. S., AuthorBallardini, M., AuthorBiviano, A., AuthorBozzo, E., AuthorBurigana, C., AuthorCabanac, R., AuthorCappi, A., AuthorCarvalho, C.S., AuthorCasas, S., AuthorCastignani, G., AuthorCooray, A., AuthorCoupon, J., AuthorCourtois, H.M., AuthorCuby, J., AuthorDavini, S., AuthorLucia, G. De, AuthorDesprez, G., AuthorDole, H., AuthorEscartin, J. A.¹, Author         Escoffier, S., AuthorFarina, M., AuthorFotopoulou, S., AuthorGanga, K., AuthorGarcia-Bellido, J., AuthorGeorge, K., AuthorGiacomini, F., AuthorGozaliasl, G., AuthorHildebrandt, H., AuthorHook, I., AuthorHuertas-Company, M., AuthorKansal, V., AuthorKeihanen, E., AuthorKirkpatrick, C.C., AuthorLoureiro, A., AuthorMacías-Pérez, J.F., AuthorMagliocchetti, M., AuthorMainetti, G., AuthorMarcin, S., AuthorMartinelli, M., AuthorMartinet, N., AuthorMetcalf, R.B., AuthorMonaco, P., AuthorMorgante, G., AuthorNadathur, S., AuthorNucita, A.A., AuthorPatrizii, L., AuthorPeel, A., AuthorPotter, D., AuthorPourtsidou, A., AuthorPöntinen, M., AuthorReimberg, P., AuthorSánchez, A. G.¹, Author         Sakr, Z., AuthorSchirmer, M., AuthorSefusatti, E., AuthorSereno, M., AuthorStadel, J., AuthorTeyssier, R., AuthorValieri, C., AuthorValiviita, J., AuthorViel, M., Author more..

Affiliations:
1Optical and Interpretative Astronomy, MPI for Extraterrestrial Physics, Max Planck Society, ou_159895
2Infrared and Submillimeter Astronomy, MPI for Extraterrestrial Physics, Max Planck Society, ou_159889

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Language(s): eng - English

Dates: Published Online: 2022-01-09Date issued: 2023-04

Publication Status: Issued

Pages: -

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Rev. Type: Peer

Identifiers: DOI: 10.1093/mnras/stac3810

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Title: Monthly Notices of the Royal Astronomical Society

Other : Mon. Not. R. Astron. Soc.

Source Genre: Journal

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Publ. Info: Oxford : Oxford University Press

Pages: - Volume / Issue: 520 (3) Sequence Number: - Start / End Page: 3529 - 3548 Identifier: ISSN: 1365-8711
CoNE: https://pure.mpg.de/cone/journals/resource/1000000000024150