7th Heidelberg International Symposium on High-Energy Gamma-Ray Astronomy

Classification of GRBs using Machine learning techniques

Not scheduled

1m

Aula Magna (Facultat de Biologia, Universitat de Barcelona)

Contributed e-poster Contributed posters

Speaker

MANISH KUMAR (INDIAN INSTITUTE OF TECHNOLOGY JODHPUR)

Description

GRBs (gamma-ray burst) events are one of the highest energy explosions in distant galaxies. Classically GRBs are classified into two classes on the basis of their time duration T(90). Here we have tried to check for the classification of GRBs using Machine Learning algorithms. Specifically, we will study the classification for GRB parameters like T90, T50, and other flux model parameters.