2023/02/15 by Débora Mroczek, Mroczek, Debora, M. Coleman Miller +5 · 1 citation
Physics and Astronomy · Earth and Planetary Sciences · #Pulsars and Gravitational Waves Research #Gamma-ray bursts and supernovae #Geophysics and Gravity Measurements
paper · pdf · doi:10.48550/arxiv.2302.07978
Gaussian processes provide a promising framework by which to extrapolate the equation of state (EoS) of cold, catalyzed matter beyond 1-2 times nuclear saturation density. Here we discuss how to extend Gaussian processes to include nontrivial features in the speed of sound, such as bumps, kinks, and plateaus, which are predicted by nuclear models with exotic degrees of freedom. Using a fully Bayesian analysis incorporating measurements from X-ray sources, gravitational wave observations, and perturbative QCD results, we show that these features are compatible with current constraints and report on how the features affect the EoS posteriors.