Random Forest identification of the thin disc, thick disc, and halo Gaia-DR2 white dwarf population-Reference-Cited by-同舟云学术

Random Forest identification of the thin disc, thick disc, and halo Gaia-DR2 white dwarf population

Published:2019-03-20 Issue:4 Volume:485 Page:5573-5589
ISSN:0035-8711
Container-title:Monthly Notices of the Royal Astronomical Society
language:en
Short-container-title:

Author:

Torres S¹²,Cantero C¹,Rebassa-Mansergas A¹²,Skorobogatov G¹,Jiménez-Esteban F M³⁴,Solano E³⁴

Affiliation:

1. Departament de Física, Universitat Politécnica de Catalunya, c/Esteve Terrades 5, E-08860 Castelldefels, Spain

2. Institut d’Estudis Espacials de Catalunya, Ed. Nexus-201, c/Gran Capitá 2-4, E-08034 Barcelona, Spain

3. Departmento de Astrofísica, Centro de Astrobiología (CSIC-INTA), ESAC Campus, Camino Bajo del Castillo s/n, Villanueva de la Cañada, E-28692 Madrid, Spain

4. Spanish Virtual Observatory, Villanueva de la Cañada, E-28692 Madrid, Spain

Funder

Ministerio de Economía y Competitividad

European Space Agency

Publisher

Oxford University Press (OUP)

Subject

Space and Planetary Science,Astronomy and Astrophysics

Link

http://academic.oup.com/mnras/article-pdf/485/4/5573/28262370/stz814.pdf

Reference97 articles.

1. The MACHO Project: Microlensing Results from 5.7 Years of Large Magellanic Cloud Observations

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4. The kinematics of the white dwarf population from the SDSS DR12

5. A Comparison of Neural Network Algorithms and Preprocessing Methods for Star‐Galaxy Discrimination

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