J-PLUS: Support vector regression to measure stellar parameters

被引：0

作者：

Wang, Cunshi ^{[1
,2
]}

Bai, Yu ^{[1
]}

Yuan, Haibo ^{[3
]}

Liu, Jifeng ^{[1
,2
]}

Fernández-Ontiveros, J.A. ^{[4
]}

Coelho, Paula R.T. ^{[5
]}

Jiménez-Esteban, F. ^{[6
]}

Galarza, Carlos Andrés ^{[7
]}

Angulo, R.E. ^{[8
,9
]}

Cenarro, A.J. ^{[4
]}

Cristóbal-Hornillos, D. ^{[4
]}

Dupke, R.A. ^{[7
,10
,11
]}

Ederoclite, A. ^{[4
]}

Hernández-Monteagudo, C. ^{[12
,13
]}

López-Sanjuan, C. ^{[4
]}

Marín-Franch, A. ^{[4
]}

Moles, M. ^{[4
]}

Sodré, L. ^{[5
]}

Ramió, H. Vázquez ^{[4
]}

Varela, J. ^{[4
]}

机构：

[1] Key Laboratory of Optical Astronomy, National Astronomical Observatories, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, Beijing,100012, China

[2] College of Astronomy and Space Sciences, University of Chinese Academy of Sciences, Beijing,100049, China

[3] Department of Astronomy, Beijing Normal University, Beijing,100875, China

[4] Centro de Estudios de Física del Cosmos de Aragón (CEFCA), Unidad Asociada al CSIC, Plaza San Juan 1, Teruel,44001, Spain

[5] Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo,05508-090, Brazil

[6] Departamento de Astrofísica, Centro de Astrobiología (CSIC-INTA), ESAC Campus, Camino Bajo del Castillo s/n, Villanueva de la Cañada, Madrid,E-28692, Spain

[7] Observatório Nacional - MCTI (ON), Rua Gal. José Cristino 77, Rio de Janeiro, São Cristóvão,20921-400, Brazil

[8] Donostia International Physics Centre (DIPC), Paseo Manuel de Lardizabal 4, Donostia-San Sebastián,20018, Spain

[9] IKERBASQUE, Basque Foundation for Science, Bilbao,48013, Spain

[10] University of Michigan, Department of Astronomy, 1085 South University Ave., Ann Arbor,MI,48109, United States

[11] University of Alabama, Department of Physics and Astronomy, Gallalee Hall, Tuscaloosa,AL,35401, United States

[12] Instituto de Astrofísica de Canarias, Tenerife, La Laguna,38205, Spain

[13] Departamento de Astrofísica, Universidad de La Laguna, Tenerife,38206, Spain

来源：

arXiv | 2022年

关键词：

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Astrophysics - Machine learning - Mean square error - Photometry - Regression analysis - Spectroscopic analysis - Temperature - Uncertainty analysis

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