Machine Learning Acceleration of Neutron Star Pulse Profile Modeling

Preston G. Waldrop, Dimitrios Psaltis, Tong Zhao

Ray tracing algorithms that compute pulse profiles from rotating neutron stars are essential tools for constraining neutron-star properties with data from missions such as NICER. H…