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astro-ph.HE2023
Gamma-ray Blazar Classification using Machine Learning with Advanced Weight Initialization and Self-Supervised Learning Techniques
Gopal Bhatta, Sarvesh Gharat, Abhimanyu Borthakur +1
Machine learning has emerged as a powerful tool in the field of gamma-ray astrophysics. The algorithms can distinguish between different source types, such as blazars and pulsars,…
astro-ph.HE2023★ 2 cited
Estimation of redshift and associated uncertainty of Fermi/LAT extra-galactic sources with Deep Learning
Sarvesh Gharat, Abhimanyu Borthakur, Gopal Bhatta
With the advancement of technology, machine learning-based analytical methods have pervaded nearly every discipline in modern studies. Particularly, a number of methods have been e…