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Preliminary Target Selection for the DESI Quasar (QSO) Sample

Yèche, Christophe, Palanque-Delabrouille, Nathalie, Claveau, Charles-Antoine, Brooks, David D., Chaussidon, Edmond, Davis, Tamara M., Dawson, Kyle S., Dey, Arjun, Duan, Yutong, Eftekharzadeh, Sarah, Eisenstein, Daniel J., Gaztañaga, Enrique, Kehoe, Robert, Landriau, Martin, Lang, Dustin, Levi, Michael E., Meisner, Aaron M., Myers, Adam D., Newman, Jeffrey A., Poppett, Claire, Prada, Francisco, Raichoor, Anand, Schlegel, David J., Schubnell, Michael, Staten, Ryan, Tarlé, Gregory, Zhou, Rongpu

2020eScholarship (California Digital Library)54 citations

Abstract

The DESI survey will measure large-scale structure using quasars as direct\ntracers of dark matter in the redshift range $0.92.1$. We present two methods to select candidate\nquasars for DESI based on imaging in three optical ($g, r, z$) and two infrared\n($W1, W2$) bands. The first method uses traditional color cuts and the second\nutilizes a machine-learning algorithm.

Topics & Concepts

QuasarSelection (genetic algorithm)Sample (material)AstrophysicsComputer sciencePhysicsArtificial intelligenceGalaxyThermodynamicsRadio Astronomy Observations and TechnologyGamma-ray bursts and supernovaeCosmology and Gravitation Theories
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