Identifying Galaxy Mergers in Simulated CEERS NIRCam Images Using Random Forests
Caitlin Rose,Jeyhan S. Kartaltepe,Gregory F. Snyder,Vicente Rodriguez-Gomez,L. Y. Aaron Yung,Pablo Arrabal Haro,Micaela B. Bagley,Antonello Calabro,Nikko J. Cleri,M. C. Cooper,Luca Costantin,Darren Croton,Mark Dickinson,Steven L. Finkelstein,Boris Haussler,Benne W. Holwerda,Anton M. Koekemoer,Peter Kurczynski,Ray A. Lucas,Kameswara Bharadwaj Mantha,Casey Papovich,Pablo G. Perez-Gonzalez,Nor Pirzkal,Rachel S. Somerville,Amber N. Straughn,Sandro Tacchella The Astrophysical Journal（2023）
Key words
Random Forests,Galaxy mergers,Astronomical simulations,James Webb Space Telescope
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