A software package for astrometric memberships calculation in open star clusters research

Autores
González, Simón Pedro; Herrera, Myriam; Ruiz, Susana
Año de publicación
2021
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
One of the first steps in open star cluster studies is members identification. For each star in the sample, researchers need to know the probability that it actually belongs to the cluster. In the project portrayed in this paper, the problem of membership calculation is approached from a Data Science perspective, and a solution is being designed and implemented as a Python software package named Opencluster. The aim is of this package to make star cluster exploratory analysis faster and easier for individual researchers.
Sociedad Argentina de Informática e Investigación Operativa
Materia
Ciencias Informáticas
Data science
Scientific software
Stellar cluster memberships
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/3.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/140151
Acceder
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oai_identifier_str oai:sedici.unlp.edu.ar:10915/140151
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling A software package for astrometric memberships calculation in open star clusters researchGonzález, Simón PedroHerrera, MyriamRuiz, SusanaCiencias InformáticasData scienceScientific softwareStellar cluster membershipsOne of the first steps in open star cluster studies is members identification. For each star in the sample, researchers need to know the probability that it actually belongs to the cluster. In the project portrayed in this paper, the problem of membership calculation is approached from a Data Science perspective, and a solution is being designed and implemented as a Python software package named Opencluster. The aim is of this package to make star cluster exploratory analysis faster and easier for individual researchers.Sociedad Argentina de Informática e Investigación Operativa2021-10info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf64-69http://sedici.unlp.edu.ar/handle/10915/140151enginfo:eu-repo/semantics/altIdentifier/url/http://50jaiio.sadio.org.ar/pdfs/agranda/AGRANDA-10.pdfinfo:eu-repo/semantics/altIdentifier/issn/2683-8966info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/3.0/Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-29T15:40:38Zoai:sedici.unlp.edu.ar:10915/140151Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-29 15:40:39.075SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv A software package for astrometric memberships calculation in open star clusters research
title A software package for astrometric memberships calculation in open star clusters research
spellingShingle A software package for astrometric memberships calculation in open star clusters research
González, Simón Pedro
Ciencias Informáticas
Data science
Scientific software
Stellar cluster memberships
title_short A software package for astrometric memberships calculation in open star clusters research
title_full A software package for astrometric memberships calculation in open star clusters research
title_fullStr A software package for astrometric memberships calculation in open star clusters research
title_full_unstemmed A software package for astrometric memberships calculation in open star clusters research
title_sort A software package for astrometric memberships calculation in open star clusters research
dc.creator.none.fl_str_mv González, Simón Pedro
Herrera, Myriam
Ruiz, Susana
author González, Simón Pedro
author_facet González, Simón Pedro
Herrera, Myriam
Ruiz, Susana
author_role author
author2 Herrera, Myriam
Ruiz, Susana
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Data science
Scientific software
Stellar cluster memberships
topic Ciencias Informáticas
Data science
Scientific software
Stellar cluster memberships
dc.description.none.fl_txt_mv One of the first steps in open star cluster studies is members identification. For each star in the sample, researchers need to know the probability that it actually belongs to the cluster. In the project portrayed in this paper, the problem of membership calculation is approached from a Data Science perspective, and a solution is being designed and implemented as a Python software package named Opencluster. The aim is of this package to make star cluster exploratory analysis faster and easier for individual researchers.
Sociedad Argentina de Informática e Investigación Operativa
description One of the first steps in open star cluster studies is members identification. For each star in the sample, researchers need to know the probability that it actually belongs to the cluster. In the project portrayed in this paper, the problem of membership calculation is approached from a Data Science perspective, and a solution is being designed and implemented as a Python software package named Opencluster. The aim is of this package to make star cluster exploratory analysis faster and easier for individual researchers.
publishDate 2021
dc.date.none.fl_str_mv 2021-10
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/140151
url http://sedici.unlp.edu.ar/handle/10915/140151
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://50jaiio.sadio.org.ar/pdfs/agranda/AGRANDA-10.pdf
info:eu-repo/semantics/altIdentifier/issn/2683-8966
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/3.0/
Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/3.0/
Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)
dc.format.none.fl_str_mv application/pdf
64-69
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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score 13.10058

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