Bayesian quantification of strongly-interacting matter with color glass condensate initial conditions
Nuclear Theory
2024-06-24 v4 High Energy Physics - Phenomenology
Nuclear Experiment
Abstract
A global Bayesian analysis of relativistic Pb + Pb collisions at = 2.76 TeV is performed, using a multistage model consisting of an IP-Glasma initial state, a viscous fluid dynamical evolution, and a hadronic transport final state. The observables considered are from the soft sector hadronic final state. Posterior and Maximum a Posteriori parameter distributions that pertain to the IP-Glasma and hydrodynamic phases are obtained, including the shear and bulk specific viscosity of strong interacting matter. The first use of inference with transfer learning in heavy-ion analyses is presented, together with Bayes Model Averaging.
Keywords
Cite
@article{arxiv.2302.09478,
title = {Bayesian quantification of strongly-interacting matter with color glass condensate initial conditions},
author = {Matthew R. Heffernan and Charles Gale and Sangyong Jeon and Jean-François Paquet},
journal= {arXiv preprint arXiv:2302.09478},
year = {2024}
}
Comments
40 pages, 42 figures. Updated to reflect changes in accepted manuscript. Editor's Suggestion