Radio Galaxy Zoo:Claran– a deep learning classifier for radio morphologies

Author:

Wu Chen1,Wong Oiwei Ivy1,Rudnick Lawrence2ORCID,Shabala Stanislav S3ORCID,Alger Matthew J45ORCID,Banfield Julie K46ORCID,Ong Cheng Soon5,White Sarah V7ORCID,Garon Avery F2ORCID,Norris Ray P89ORCID,Andernach Heinz10,Tate Jean11,Lukic Vesna12,Tang Hongming13,Schawinski Kevin14,Diakogiannis Foivos I115

Affiliation:

1. International Centre for Radio Astronomy Research (ICRAR), The University of Western Australia, 35 Stirling Hwy, Crawley, WA 6009, Australia

2. School of Physics and Astronomy, University of Minnesota, Minneapolis, MN 55455, USA

3. School of Natural Sciences, University of Tasmania, Private Bag 37, Hobart, Tasmania 7001, Australia

4. Research School of Astronomy and Astrophysics, The Australian National University, Canberra, ACT 2611, Australia

5. Data61, CSIRO, Canberra, ACT 2601, Australia

6. ARC Centre of Excellence for All-Sky Astrophysics (CAASTRO), Building A28, School of Physics, The University of Sydney, NSW 2006, Australia

7. International Centre for Radio Astronomy Research (ICRAR), Curtin University, Bentley, WA 6102, Australia

8. Western Sydney University, Locked Bag 1797, Penrith South, NSW 1797, Australia

9. CSIRO Astronomy and Space Science, Australia Telescope National Facility, PO Box 76, Epping, NSW 1710, Australia

10. Departamento de Astronomía, DCNE, Universidad de Guanajuato, Apdo. Postal 144, Guanajuato, CP 36000, Gto., Mexico

11. Zooniverse Citizen Scientist, c/o Oxford Astrophysics, Denys Wilkinson Building, Keble Road, Oxford OX1 3RH, UK

12. Hamburger Sternwarte, University of Hamburg, Gojenbergsweg 112, D-21029 Hamburg, Germany

13. School of Physics and Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, UK

14. Institute for Particle Physics and Astrophysics, ETH Zürich, Wolfgang-Pauli-Str. 27, CH-8093 Zürich, Switzerland

15. Data61, CSIRO, Floreat, WA 6014, Australia

Funder

University of Western Australia

State Government of Western Australia

Australian Government and the Government of Western Australia

Commonwealth Scientific and Industrial Research Organisation

University of Minnesota

National Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Space and Planetary Science,Astronomy and Astrophysics

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