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Constrained Gaussian-process-bridge Prior for Neutron-star Equation-of-state Inference

  • Authors: Tyler Gorda, Oleg Komoltsev, Aleksi Kurkela, Eirik Sunde

Tyler Gorda et al 2026 The Astrophysical Journal 1002 .

  • Provider: AAS Journals

Caption: Figure 1.

Example of a two-step self-similar refinement (fractal). Knowledge of the EoS at low and high densities (βL = (μLnLpL) and βH = (μHnHpH)) implies constraints on points β0 lying between them. Once a point β0 is chosen, similar constraints are imposed on the intervals [βLβ0] and [β0βH]. Iteratively refining each interval by introducing new points eventually leads to a complete EoS illustrated by the blue dotted line obtained after multiple iterations passing through the specified points.

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