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Automatic vetting of planet candidates from ground based surveys: Machine learning with NGTS

Armstrong, D. J. and Gunther, Maximilian N. and McCormac, J and Smith, A. M. S. and Bayliss, Daniel and Bouchy, F and Burleigh, M.R. and Casewell, S and Eigmüller, Philipp and Gillen, E. and Goad, M and Hodkin, Simon T. and Jenkins, J. S. and Louden, T and Metrailer, Lionel and Pollacco, D and Poppenhaeger, K. and Queloz, Didier and Rauer, H and Raynard, L. and Udry, S and Walker, S. and Watson, C. and West, Richard G. and Wheatley, Peter J. (2018) Automatic vetting of planet candidates from ground based surveys: Machine learning with NGTS. Monthly Notices of the Royal Astronomical Society, 478 (4225). Oxford University Press. DOI: 10.1093/mnras/sty1313 ISSN 0035-8711

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Item URL in elib:https://elib.dlr.de/121231/
Document Type:Article
Title:Automatic vetting of planet candidates from ground based surveys: Machine learning with NGTS
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Armstrong, D. J.University of Warwick, UKUNSPECIFIED
Gunther, Maximilian N.Centre for Exoplanets and Habitability, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UKUNSPECIFIED
McCormac, JAstrophysics Research Centre, School of Mathematics &UNSPECIFIED
Smith, A. M. S.alexis.smith (at) dlr.deUNSPECIFIED
Bayliss, DanielUniversity of Warwick, Department of Physics, Gibbet Hill Road, Coventry, CV4 7AL, UKUNSPECIFIED
Bouchy, FIAP, ParisUNSPECIFIED
Burleigh, M.R.Observatoire de Geneve, Universite de Geneve, 51 Ch. des Maillettes, 1290 Sauverny, SwitzerlandUNSPECIFIED
Casewell, SDepartment of Physics and Astronomy, Leicester Institute of Space and Earth Observation, University of Leicester, University Road, Leicester LE1 7RHUNSPECIFIED
Eigmüller, PhilippPhilipp.Eigmueller (at) dlr.dehttps://orcid.org/0000-0003-4096-0594
Gillen, E.Astrophysics Group, Cavendish Laboratory, Cambridge, UKUNSPECIFIED
Goad, MDepartment of Physics & Astronomy, University of LeicesterUNSPECIFIED
Hodkin, Simon T.Department of Physics and Astronomy, Leicester Institute of Space and Earth Observation, University of Leicester, LE1 7RH, UKUNSPECIFIED
Jenkins, J. S.Institute of Astronomy, University of Cambridge, Madingley Rise, Cambridge CB3 0HA, UKUNSPECIFIED
Louden, TDepartment of Physics, University of Warwick, UKUNSPECIFIED
Metrailer, LionelCentro de Astrofphysic y Tecnolog ́ıas Afines (CATA), Casilla 36-D, Santiago, Chile.UNSPECIFIED
Pollacco, DAstrophysics Research Centre, School of Mathematics Physics, Queens University, UKUNSPECIFIED
Poppenhaeger, K.Astrophysics Research Centre, School of Mathematics and Physics, Queen's University Belfast, BT7 1NN Belfast, UKUNSPECIFIED
Queloz, DidierAstrophysics Group, Cavendish Laboratory, J.J. Thomson Avenue, Cambridge CB3 0HE, UKUNSPECIFIED
Rauer, Hheike.rauer (at) dlr.deUNSPECIFIED
Raynard, L.Department of Physics and Astronomy, Leicester Institute of Space and Earth Observation, University of Leicester, LE1 7RH, UKUNSPECIFIED
Udry, SObservatoire de GeneveUNSPECIFIED
Walker, S.Department of Physics, University of Warwick, UKUNSPECIFIED
Watson, C.Department of Physics, University of Warwick, UKUNSPECIFIED
West, Richard G.Astrophysics Research Centre, School of Mathematics and Physics, Queen’s University Belfast, BT7 1NN Belfast, UKUNSPECIFIED
Wheatley, Peter J.University of Warwick, Department of Physics, Gibbet Hill Road, Coventry, CV4 7AL, UKUNSPECIFIED
Date:2018
Journal or Publication Title:Monthly Notices of the Royal Astronomical Society
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:478
DOI :10.1093/mnras/sty1313
Publisher:Oxford University Press
ISSN:0035-8711
Status:Published
Keywords:exoplanets​
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space Science and Exploration
DLR - Research area:Raumfahrt
DLR - Program:R EW - Erforschung des Weltraums
DLR - Research theme (Project):R - Project PLATO
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Planetary Research > Extrasolar Planets and Atmospheres
Institute of Planetary Research > Leitungsbereich PF
Deposited By: Schubert, Renate
Deposited On:29 Oct 2018 09:34
Last Modified:06 Sep 2019 15:17

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