Extracting Axion String Network Parameters from Simulated CMB Birefringence Maps using Convolutional Neural Networks

Ray Hagimoto, Andrew J. Long, Mustafa A. Amin

Axion-like particles may form a network of cosmic strings in the Universe today that can rotate the plane of polarization of cosmic microwave background (CMB) photons. Future CMB o…