IPM Calendar 
Thursday 26 December 2024   Today  
Events for day: Tuesday 24 December 2024    
           11:00 - 12:30     Weekly Seminar
The study of open clusters by the machine learning methods based on Gaia Data Release 3

School
ASTRONOMY

Abstract:

The first and most important part of the study of star clusters is the detection of reliable members. Two critical conditions for achieving this goal are accurate data and methods that can work with comprehensive data sources. One of the powerful methods for selecting relevant data within a huge data source is machine learning. In the last decade, several research studies have been conducted based on machine learning algorithms for detecting cluster members. In this presentation, we introduce a suitable combination of machine learning algorithms for detecting reliable open cluster members inside and beyond the tidal r ...