19 citations · 20 across the 2 of their papers we have counts for
3 papers
Photometric identification of compact galaxies, stars and quasars using multiple neural networks
Siddharth Chaini, Atharva Bagul, Anish Deshpande +4
We present MargNet, a deep learning-based classifier for identifying stars, quasars and compact galaxies using photometric parameters and images from the Sloan Digital Sky Survey (…
Thermodynamic Properties of Ice: A Monte Carlo Study
Tanmay Bhore, Siddharth Chaini, Siddharth Bachoti +2
In this text, we implement a monte carlo algorithm to study thermodynamic properties of ice. Our program, written in Python, is open-sourced and available at https://github.com/AKn…
Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units
Siddharth Chaini, Soumya Sanjay Kumar
With an ever-increasing amount of astronomical data being collected, manual classification has become obsolete; and machine learning is the only way forward. Keeping this in mind,…