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MUROS SÁNCHEZ ARNAU_6057524_assignsubmission_file_TFG-Muros-Sanchez-Arnau.pdf (2.06 MB)

Document type

Bachelor thesis

Publication date

2022-06

Publication license

cc-by-nc-nd (c) Muros, 2022
Please use this identifier to cite or link to this item: https://hdl.handle.net/2445/188734

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

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Abstract

In 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 applied

Description

Treballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2022, Tutors: Xavier Luri Carrascoso, Óscar Jiménez Arranz

Subject

Classificació dels estels, Aprenentatge automàtic, Treballs de fi de grau

Subject (English)

Star Classification, Machine learning, Bachelor's theses

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Treballs Finals de Grau (TFG) - Física

Citation

MUROS SANCHEZ, Arnau. Machine Learning Classifier for the Large Magellanic Cloud using Gaia EDR3 data. [consulted: 11 of June of 2026]. Available at: https://hdl.handle.net/2445/188734

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