Machine Learning Classifier for the Large Magellanic Cloud using Gaia EDR3 data

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dc.contributor.advisorLuri Carrascoso, Xavier
dc.contributor.advisorJiménez Arranz, Óscar
dc.contributor.authorMuros Sanchez, Arnau
dc.date.accessioned2022-09-06T13:12:24Z
dc.date.available2022-09-06T13:12:24Z
dc.date.issued2022-06
dc.descriptionTreballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2022, Tutors: Xavier Luri Carrascoso, Óscar Jiménez Arranzca
dc.description.abstractIn this paper, we develop a method to classify the stars from the Gaia Early Data Release 3 (Gaia EDR3) in order to distinguish the Large Magellanic Cloud stars from the Milky Way stars. To do so, several machine learning algorithms have been adapted, tested and appliedca
dc.format.extent5 p.
dc.format.mimetypeapplication/pdf
dc.identifier.urihttps://hdl.handle.net/2445/188734
dc.language.isoengca
dc.rightscc-by-nc-nd (c) Muros, 2022
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessca
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.sourceTreballs Finals de Grau (TFG) - Física
dc.subject.classificationClassificació dels estelscat
dc.subject.classificationAprenentatge automàticcat
dc.subject.classificationTreballs de fi de graucat
dc.subject.otherStar Classificationeng
dc.subject.otherMachine learningeng
dc.subject.otherBachelor's theseseng
dc.titleMachine Learning Classifier for the Large Magellanic Cloud using Gaia EDR3 dataeng
dc.typeinfo:eu-repo/semantics/bachelorThesisca

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