A Machine-learning Method for Identifying Multiwavelength Counterparts of Submillimeter Galaxies: Training and Testing Using AS2UDS and ALESS

Fang Xia An; S. M. Stach; Ian Smail; A. M. Swinbank; O. Almaini; C. Simpson; W. Hartley; D. T. Maltby; R. J. Ivison; V. Arumugam; J. L. Wardlow; E. A. Cooke; B. Gullberg; A. P. Thomson; Chian Chou Chen; J. M. Simpson; J. E. Geach; D. Scott; J. S. Dunlop; D. Farrah; P. Van Der Werf; A. W. Blain; C. Conselice; M. Michałowski; S. C. Chapman; K. E.K. Coppin

doi:10.3847/1538-4357/aacdaa

A Machine-learning Method for Identifying Multiwavelength Counterparts of Submillimeter Galaxies: Training and Testing Using AS2UDS and ALESS

Fang Xia An, S. M. Stach, Ian Smail, A. M. Swinbank, O. Almaini, C. Simpson, W. Hartley, D. T. Maltby, R. J. Ivison, V. Arumugam, J. L. Wardlow, E. A. Cooke, B. Gullberg, A. P. Thomson, Chian Chou Chen, J. M. Simpson, J. E. Geach, D. Scott, J. S. Dunlop, D. FarrahP. Van Der Werf, A. W. Blain, C. Conselice, M. Michałowski, S. C. Chapman, K. E.K. Coppin

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28 Citations (Scopus)

Original language	English
Article number	101
Journal	Astrophysical Journal
Volume	862
Issue number	2
DOIs	https://doi.org/10.3847/1538-4357/aacdaa
Publication status	Published - Aug 1 2018

ASJC Scopus Subject Areas

Astronomy and Astrophysics
Space and Planetary Science

Keywords

cosmology: observations
galaxies: evolution
galaxies: formation
galaxies: high-redshift
galaxies: starburst
submillimeter: galaxies

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10.3847/1538-4357/aacdaa

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An, F. X., Stach, S. M., Smail, I., Swinbank, A. M., Almaini, O., Simpson, C., Hartley, W., Maltby, D. T., Ivison, R. J., Arumugam, V., Wardlow, J. L., Cooke, E. A., Gullberg, B., Thomson, A. P., Chen, C. C., Simpson, J. M., Geach, J. E., Scott, D., Dunlop, J. S., ... Coppin, K. E. K. (2018). A Machine-learning Method for Identifying Multiwavelength Counterparts of Submillimeter Galaxies: Training and Testing Using AS2UDS and ALESS. Astrophysical Journal, 862(2), Article 101. https://doi.org/10.3847/1538-4357/aacdaa

An, FX, Stach, SM, Smail, I, Swinbank, AM, Almaini, O, Simpson, C, Hartley, W, Maltby, DT, Ivison, RJ, Arumugam, V, Wardlow, JL, Cooke, EA, Gullberg, B, Thomson, AP, Chen, CC, Simpson, JM, Geach, JE, Scott, D, Dunlop, JS, Farrah, D, Werf, PVD, Blain, AW, Conselice, C, Michałowski, M, Chapman, SC & Coppin, KEK 2018, 'A Machine-learning Method for Identifying Multiwavelength Counterparts of Submillimeter Galaxies: Training and Testing Using AS2UDS and ALESS', Astrophysical Journal, vol. 862, no. 2, 101. https://doi.org/10.3847/1538-4357/aacdaa

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AU - An, Fang Xia

AU - Stach, S. M.

AU - Smail, Ian

AU - Swinbank, A. M.

AU - Almaini, O.

AU - Simpson, C.

AU - Hartley, W.

AU - Maltby, D. T.

AU - Ivison, R. J.

AU - Arumugam, V.

AU - Wardlow, J. L.

AU - Cooke, E. A.

AU - Gullberg, B.

AU - Thomson, A. P.

AU - Chen, Chian Chou

AU - Simpson, J. M.

AU - Geach, J. E.

AU - Scott, D.

AU - Dunlop, J. S.

AU - Farrah, D.

AU - Werf, P. Van Der

AU - Blain, A. W.

AU - Conselice, C.

AU - Michałowski, M.

AU - Chapman, S. C.

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KW - galaxies: high-redshift

KW - galaxies: starburst

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A Machine-learning Method for Identifying Multiwavelength Counterparts of Submillimeter Galaxies: Training and Testing Using AS2UDS and ALESS

ASJC Scopus Subject Areas

Keywords

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