A Physics Informed Bayesian Neural Network for the Neutron Star Equation of State

J. D. Baker, C. A. Bertulani, R. V. Lobato

We present a physics-informed Bayesian neural-network framework for inferring neutron-star equations of state from theoretical priors and propagating the resulting uncertainty to s…