6 citations · 10 across the 15 of their papers we have counts for
Showing astro-ph.IMShow all
2 papers · 1 filter
astro-ph.IM2026
Physics-Informed Neural Networks vs U-Net: Application to thermal dust emission recovery in the microwave
Nicolas Morant Juan, José M. Casas, Laura Bonavera
Galactic thermal dust emission is the dominant foreground contaminant of the cosmic microwave background (CMB) at frequencies above 100 GHz, and its accurate separation is essentia…
astro-ph.IM2021
Multi-frequency point source detection with fully convolutional networks: Performance in realistic microwave sky simulations
J. M. Casas, J. González-Nuevo, L. Bonavera +8
Point Source (PS) detection is an important issue for future Cosmic Microwave Background (CMB) experiments since they are one of the main contaminants to the recovery of CMB signal…