Abstract Details

Name: Mudasir Raja
Affiliation: Maulana Azad National Urdu University Hyderabad
Conference ID: ASI2021_237
Title : Membership of Star Cluster using a supervised clustering model with Machine Learning
Authors and Co-Authors : 1.Mudasir Raja (Maulana Azad National Urdu University Hyderabad) 2.Md Mahmudunnobe (Minerva Schools at KGI USA) 3.Priya Hasan (Maulana Azad National Urdu University Hyderabad) 4.S.N.Hasan (Maulana Azad National Urdu University Hyderabad).
Abstract Type : Poster
Abstract Category : Stars, ISM and Galaxy
Abstract : GAIA DR2 has a very strong influence on the membership of star clusters. This is one of the most crucial parameters in studies of star clusters. In the present study, we use membership data from Cantat-Gaudin et al(2018) based on GAIA DR2 as a training set. Membership probability of a larger sample of stars, which was once a major impediment, can now be addressed with 6-D data of GAIA to substantially improve the number of member stars. We run our algorithm for a sample of 9 clusters and compare our results and precision in membership.