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…