44 citations · 111 across the 9 of their papers we have counts for
3 papers · 1 filter
Predicting future astronomical events using deep learning
Shashwat Singh, Ankul Prajapati, Kamlesh N Pathak
In a quest towards an intelligent decision-making machine, the ability to make plausible predictions is the central pillar of its intelligence. A predicting algorithm's central ide…
A machine learning-based approach towards the improvement of SNR of pulsar signals
Amitesh Singh, Kamlesh N Pathak
Many pulsar folding algorithms are currently deployed to generate strong SNRs for the total intensity profiles. But they require large observation times to improve the SNR effectiv…
Deep Learning for estimating parameters of Gravitational Waves
Shashwat Singh, Amitesh Singh, Ankul Prajapati +1
In recent years, improvements in Deep Learning (DL) techniques towards Gravitational Wave (GW) astronomy have led to a significant rise in the development of various classification…