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astro-ph.HE2026
Neuro-Parametric Spectral Classification of Black Hole and Neutron Star X-ray Binary Systems
Akash Garg, Aman Kumar, Ajit Kembhavi +5
We perform the classification of black hole and neutron star X-ray binary systems using deep neural networks applied to archival RXTE X-ray spectral data. We first construct two ne…
astro-ph.HE2020★ 11 cited
A Machine Learning Approach For Classifying Low-mass X-ray Binaries Based On Their Compact Object Nature
R. Pattnaik, K. Sharma, K. Alabarta +5
Low Mass X-ray binaries (LMXBs) are binary systems where one of the components is either a black hole or a neutron star and the other is a less massive star. It is challenging to u…