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Published January 30, 2024 | Version V2: corrected minor error in the marginalization code that introduced small noise in results

Marginalized QCD likelihood function

  • 1. ROR icon University of Stavanger
  • 2. ROR icon Goethe University Frankfurt
  • 1. ROR icon Syracuse University
  • 2. ROR icon Los Alamos National Laboratory
  • 3. ROR icon Lyon 1 Université
  • 4. ROR icon Michigan State University

Description

A Python implementation of a marginalized QCD likelihood function in a form that can be conveniently interfaced with Bayesian equation-of-state inference setups. The likelihood uses the partial N3LO pQCD EOS (PhysRevLett.127.162003) at high-density muH that is extrapolated to lower densities using a Gaussian Process regression conditioned with pQCD calculations of the sound speed in the range [25,40]n_sat. Based on arXiv:2312.14127

Files

manual.ipynb

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