3.5k citations · 18.3k across the 45 of their papers we have counts for
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A machine learning approach for GRB detection in AstroSat CZTI data
Sheelu Abraham, Nikhil Mukund, Ajay Vibhute +6
We present a machine learning (ML) based method for automated detection of Gamma-Ray Burst (GRB) candidate events in the range 60 keV - 250 keV from the AstroSat Cadmium Zinc Tellu…
Detection of Bars in Galaxies using a Deep Convolutional Neural Network
Sheelu Abraham, Arun Aniyan, Ajit K. Kembhavi +2
We present an automated method for the detection of bar structure in optical images of galaxies using a deep convolutional neural network which is easy to use and provides good acc…
Information Retrieval and Recommendation System for Astronomical Observatories
Nikhil Mukund, Saurabh Thakur, Sheelu Abraham +5
We present a machine learning based information retrieval system for astronomical observatories that tries to address user defined queries related to an instrument. In the modern i…
Transient Classification in LIGO data using Difference Boosting Neural Network
Nikhil Mukund, Sheelu Abraham, Shivaraj Kandhasamy +2
Detection and classification of transients in data from gravitational wave detectors are crucial for efficient searches for true astrophysical events and identification of noise so…
Photometric Catalogue of Quasars and Other Point Sources in the Sloan Digital Sky Survey
Sheelu Abraham, Ninan Sajeeth Philip, Ajit Kembhavi +2
We present a catalogue of about 6 million unresolved photometric detections in the Sloan Digital Sky Survey Seventh Data Release classifying them into stars, galaxies and quasars.…