Dust Extinction Measures for Z ∼ 8 Galaxies using Machine Learning on JWST Imaging

被引：0
|
作者：
Fu, Kwan Lin Kristy [1 ]
Conselice, Christopher J. [1 ]
Ferreira, Leonardo [2 ]
Harvey, Thomas [1 ]
Duan, Qiao [1 ]
Adams, Nathan [1 ]
Austin, Duncan [1 ]
机构：
[1] Jodrell Bank Centre for Astrophysics, University of Manchester, Oxford Road, Manchester, United Kingdom
[2] School of Physics and Astronomy, University of Victoria, Victoria,BC, Canada
来源：
arXiv |
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Galaxies
引用
收藏
相关论文
共 50 条
  • [31] A Large Population of Faint 8 < z < 16 Galaxies Found in the First JWST NIRCam Observations of the NGDEEP Survey
    Austin, Duncan
    Adams, Nathan
    Conselice, Christopher J.
    Harvey, Thomas
    Ormerod, Katherine
    Trussler, James
    Li, Qiong
    Ferreira, Leonardo
    Dayal, Pratika
    Juodzbalis, Ignas
    ASTROPHYSICAL JOURNAL LETTERS, 2023, 952 (01)
  • [32] RUBIES: Evolved Stellar Populations with Extended Formation Histories at z ∼ 7 − 8 in Candidate Massive Galaxies Identified with JWST/NIRSpec
    Wang, Bingjie
    Leja, Joel
    de Graaff, Anna
    Brammer, Gabriel B.
    Weibel, Andrea
    van Dokkum, Pieter
    Baggen, Josephine F.W.
    Suess, Katherine A.
    Greene, Jenny E.
    Bezanson, Rachel
    Cleri, Nikko J.
    Hirschmann, Michaela
    Labbé, Ivo
    Matthee, Jorryt
    McConachie, Ian
    Naidu, Rohan P.
    Nelson, Erica
    Oesch, Pascal A.
    Setton, David J.
    Williams, Christina C.
    arXiv,
  • [33] JWST and ALMA Imaging of Dust-obscured, Massive Substructures in a Typical z ∼ 3 Star-forming Disk Galaxy
    Rujopakarn, Wiphu
    Williams, Christina C.
    Daddi, Emanuele
    Schramm, Malte
    Sun, Fengwu
    Alberts, Stacey
    Rieke, George H.
    Tan, Qing-Hua
    Tacchella, Sandro
    Giavalisco, Mauro
    Silverman, John D.
    ASTROPHYSICAL JOURNAL LETTERS, 2023, 948 (01)
  • [34] RUBIES: Evolved Stellar Populations with Extended Formation Histories at z ∼ 7-8 in Candidate Massive Galaxies Identified with JWST/NIRSpec
    Wang, Bingjie
    Leja, Joel
    de Graaff, Anna
    Brammer, Gabriel B.
    Weibel, Andrea
    van Dokkum, Pieter
    Baggen, Josephine F. W.
    Suess, Katherine A.
    Greene, Jenny E.
    Bezanson, Rachel
    Cleri, Nikko J.
    Hirschmann, Michaela
    Labbe, Ivo
    Matthee, Jorryt
    Mcconachie, Ian
    Naidu, Rohan P.
    Nelson, Erica
    Oesch, Pascal A.
    Setton, David J.
    Williams, Christina C.
    ASTROPHYSICAL JOURNAL LETTERS, 2024, 969 (01)
  • [35] Between the Extremes: A JWST Spectroscopic Benchmark for High-redshift Galaxies Using ∼500 Confirmed Sources at z ≥ 5
    Roberts-Borsani, Guido
    Treu, Tommaso
    Shapley, Alice
    Fontana, Adriano
    Pentericci, Laura
    Castellano, Marco
    Morishita, Takahiro
    Bergamini, Pietro
    Rosati, Piero
    ASTROPHYSICAL JOURNAL, 2024, 976 (02):
  • [36] The evolution of dust attenuation in z ≈ 2-12 galaxies observed by JWST (NOV, 10.1038/s41550-024-02426-1, 2024)
    Markov, Vladan
    Gallerani, Simona
    Ferrara, Andrea
    Pallottini, Andrea
    Parlanti, Eleonora
    Di Mascia, Fabio
    Sommovigo, Laura
    Kohandel, Mahsa
    NATURE ASTRONOMY, 2025,
  • [37] Painting galaxies into dark matter haloes using machine learning
    Agarwal, Shankar
    Dave, Romeel
    Bassett, Bruce A.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2018, 478 (03) : 3410 - 3422
  • [38] Using machine learning to study the kinematics of cold gas in galaxies
    Dawson, James M.
    Davis, Timothy A.
    Gomez, Edward L.
    Schock, Justus
    Zabel, Nikki
    Williams, Thomas G.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2020, 491 (02) : 2506 - 2519
  • [39] Galaxies in the zone of avoidance: Misclassifications using machine learning tools
    Cortes, P. Marchant
    Castellon, J. L. Nilo
    Alonso, M. V.
    Baravalle, L.
    Villalon, C.
    Sgro, M. A.
    Daza-Perilla, I. V.
    Soto, M.
    Castro, F. Milla
    Minniti, D.
    Masetti, N.
    Valotto, C.
    Lares, M.
    ASTRONOMY & ASTROPHYSICS, 2024, 686
  • [40] A search for Lyman break galaxies at z>8 in the NICMOS Parallel Imaging Survey
    Henry, Alaina L.
    Malkan, Matthew A.
    Colbert, James W.
    Siana, Brian
    Teplitz, Harry I.
    McCarthy, Patrick
    Yan, Lin
    ASTROPHYSICAL JOURNAL, 2007, 656 (01): : L1 - L4
12345