Bayesian quantification of strongly interacting matter with color glass condensate initial conditions

被引:10
|
作者
Heffernan, Matthew [1 ]
Gale, Charles [1 ]
Jeon, Sangyong [1 ]
Paquet, Jean-Francois [2 ,3 ]
机构
[1] McGill Univ, Dept Phys, Montreal, PQ H3A 2T8, Canada
[2] Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Dept Math, Nashville, TN 37235 USA
基金
加拿大自然科学与工程研究理事会;
关键词
PB-PB COLLISIONS; BULK VISCOSITY; QCD; SELECTION; MODELS; SHEAR;
D O I
10.1103/PhysRevC.109.065207
中图分类号
O57 [原子核物理学、高能物理学];
学科分类号
070202 ;
摘要
A global Bayesian analysis of relativistic Pb + Pb collisions at root s NN = 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.
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页数:37
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