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Euclid: Identifying the Reddest High-Redshift Galaxies in the Euclid Deep Fields with Gradient-Boosted Trees

T. Signor,G. Rodighiero,L. Bisigello,M. Bolzonella,K. I. Caputi,E. Daddi,G. De Lucia,A. Enia,L. Gabarra,C. Gruppioni,A. Humphrey,F. La Franca,C. Mancini,L. Pozzetti,S. Serjeant,L. Spinoglio,S. E. Van Mierlo,S. Andreon,N. Auricchio,M. Baldi,S. Bardelli,P. Battaglia,R. Bender,C. Bodendorf,D. Bonino,E. Branchini,M. Brescia,J. Brinchmann,S. Camera,V. Capobianco,C. Carbone,J. Carretero,S. Casas,M. Castellano,S. Cavuoti,A. Cimatti,R. Cledassou,G. Congedo,C. J. Conselice,L. Conversi,Y. Copin,L. Corcione,F. Courbin,H. M. Courtois,A. Da Silva,H. Degaudenzi,A. M. Di Giorgio,J. Dinis,F. Dubath,X. Dupac,S. Dusini,A. Ealet,M. Farina,S. Farrens,S. Ferriol,S. Fotopoulou,E. Franceschi,S. Galeotta,B. Garilli,W. Gillard,B. Gillis,C. Giocoli,A. Grazian,F. Grupp,L. Guzzo,S. V. H. Haugan,I. Hook,F. Hormuth,A. Hornstrup,K. Jahnke,M. Kummel,S. Kermiche,A. Kiessling,M. Kilbinger,T. Kitching,H. Kurki-Suonio,S. Ligori,P. B. Lilje,V. Lindholm,I. Lloro,D. Maino,E. Maiorano,O. Mansutti,O. Marggraf,N. Martinet,F. Marulli,R. Massey,E. Medinaceli,M. Melchior,Y. Mellier,M. Meneghetti,E. Merlin,M. Moresco,L. Moscardini,E. Munari,R. C. Nichol,S. -M. Niemi,C. Padilla,S. Paltani,F. Pasian,K. Pedersen,V. Pettorino,S. Pires,G. Polenta,M. Poncet,L. A. Popa,F. Raison,A. Renzi,J. Rhodes,G. Riccio,E. Romelli,M. Roncarelli,E. Rossetti,R. Saglia,D. Sapone,B. Sartoris,P. Schneider,T. Schrabback,A. Secroun,G. Seidel,S. Serrano,C. Sirignano,G. Sirri,L. Stanco,C. Surace,P. Tallada-Crespi,H. I. Teplitz,I. Tereno,R. Toledo-Moreo,F. Torradeflot,I. Tutusaus,E. A. Valentijn,T. Vassallo,A. Veropalumbo,Y. Wang,J. Weller,O. R. Williams,J. Zoubian,E. Zucca,C. Burigana,V. Scottez

Astronomy and Astrophysics（2024）

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关键词
methods: statistical,galaxies: active,galaxies: evolution,galaxies: high-redshift,infrared: galaxies
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