Dimitrios Psaltis

Machine Learning Acceleration of Neutron Star Pulse Profile Modeling

Abstract 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 Neutron star Interior Composition Explorer. However, the high computational cost of these simulatio...