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astro-ph.CO2024
A perceptron based ILC method to obtain accurate CMB B-mode angular power spectrum
Sarvesh Kumar Yadav
Observations of the Cosmic Microwave Background (CMB) radiation have made significant contributions to our understanding of cosmology. While temperature observations of the CMB hav…
astro-ph.CO2024★ 1 cited
Accurate and Unbiased Reconstruction of CMB B Mode using Deep Learning
Srikanta Pal, Sarvesh Kumar Yadav, Rajib Saha +1
An ingeniously designed autoencoder (PrimeNet) using simulated observations of future generation ECHO satellite mission recovers CMB B mode map, angular spectrum for multipoles $\e…