Principal Component Analysis of two-particle azimuthal correlations in PbPb and pPb collisions at CMS

Collaboration
2015
14 pages
Report number:
  • CMS-PAS-HIN-15-010
Experiments:

Citations per year

20142015201601
Abstract:
A Principle Component Analysis (PCA) of two-particle azimuthal correlations as a function of transverse momentum (pTp_T) is presented in PbPb collisions at 2.76 TeV and high-multiplicity pPb collisions at 5.02 TeV. The data were recorded using the CMS detector at the LHC. It has recently been shown that factorization breaking of two-particle azimuthal correlations can be attributed to the effect of initial-state fluctuations. Using a PCA approach, Fourier coefficients of observed two-particle azimuthal correlations as a function of both particles pTp_T are characterized into leading and sub-leading mode terms. The leading modes are essentially equivalent to anisotropy harmonics (vnv_n) previously extracted from two-particle correlation methods as a function of pTp_T. The sub-leading modes represent the largest sources of factorization breaking. In the context of hydrodynamic models, they are a direct consequence of initial-state fluctuations, particularly providing new insights on the radial excitations of initial-state eccentricity. The results are presented over a wide range of centrality and event multiplicity. Connection to the measurement of pTp_T-dependent flow factorization breaking is also discussed.
Note:
  • Preliminary results
  • Data
  • angular correlation: two-particle
  • principal component analysis
  • transverse momentum
  • initial state: fluctuation
  • factorization
  • multiplicity
  • correlation: two-particle
  • model: hydrodynamics
  • rapidity