Principal-component analysis of two-particle azimuthal correlations in PbPb and pPb collisions at CMS

CMS Collaboration

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

For the first time a principle-component analysis is used to separate out different orthogonal modes of the two-particle correlation matrix from heavy ion collisions. The analysis uses data from sNN=2.76TeV PbPb and sNN=5.02TeV pPb collisions collected by the CMS experiment at the CERN Large Hadron Collider. Two-particle azimuthal correlations have been extensively used to study hydrodynamic flow in heavy ion collisions. Recently it was shown that the expected factorization of two-particle results into a product of the constituent single-particle anisotropies is broken. The new information provided by these modes may shed light on the breakdown of flow factorization in heavy ion collisions. The first two modes ("leading" and "subleading") of two-particle correlations are presented for elliptical and triangular anisotropies in PbPb and pPb collisions as a function of pT over a wide range of event activity. The leading mode is found to be essentially equivalent to the anisotropy harmonic previously extracted from two-particle correlation methods. The subleading mode represents a new experimental observable and is shown to account for a large fraction of the factorization breaking recently observed at high transverse momentum. The principle-component analysis technique was also applied to multiplicity fluctuations. These also show a subleading mode. The connection of these new results to previous studies of factorization is discussed.

Original languageEnglish
Article number064902
JournalPhysical Review C
Volume96
Issue number6
DOIs
Publication statusPublished - 5 Dec 2017

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principal components analysis
factorization
collisions
ionic collisions
anisotropy
transverse momentum
breakdown
hydrodynamics
harmonics
products

ASJC Scopus subject areas

  • Nuclear and High Energy Physics

Cite this

Principal-component analysis of two-particle azimuthal correlations in PbPb and pPb collisions at CMS. / CMS Collaboration.

In: Physical Review C, Vol. 96, No. 6, 064902, 05.12.2017.

Research output: Contribution to journalArticle

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