3 papers
astro-ph.CO2025
A Generative Reconstruction of Low- CMB B-Mode Signal using Reverse Diffusion in Deep Learning
Anumanchi Agastya Sai Ram Likhit, Rajib Saha
Detecting primordial B-mode polarization of the Cosmic Microwave Background (CMB) provides a direct probe of inflationary gravitational waves. However, the signal is extremely fain…
astro-ph.IM2025
Innovative Web Tool for Remote Data Acquisition and Analysis: Customized for SKA Low frequency Beamforming Test Bed LPDA Array at Gauribidanur Radio Observatory
Anumanchi Agastya Sai Ram Likhit, Katta Naveen, B Arul Pandian +2
With the evolution of radio astronomy, related education and training, the demand for scalable, efficient, and remote systems in data acquisition, storage, and analysis has signifi…
astro-ph.IM2024
A Novel Sector-Based Algorithm for an Optimized Star-Galaxy Classification
Anumanchi Agastya Sai Ram Likhit, Divyansh Tripathi, Akshay Agarwal
This paper introduces a novel sector-based methodology for star-galaxy classification, leveraging the latest Sloan Digital Sky Survey data (SDSS-DR18). By strategically segmenting…