Neutron Star Equation of State via Physics Informed Neural Network

Gabriel Bezerra, Veronica Dexheimer, Rodrigo Negreiros

We present the first application, to the best of our knowledge, of Physics-Informed Neural Networks (PINNs) to the neutron star equation-of-state (EOS) inverse problem. Two interac…