Generic algorithm for multi-particle cumulants of azimuthal correlations in high energy nucleus collisions

TL;DR

This paper introduces a recursive algorithm for calculating multi-particle cumulants of azimuthal correlations in high-energy nucleus collisions, enabling the analysis of higher-order cumulants and mixed harmonics to better understand quark-gluon plasma properties.

Contribution

A new generic recursive algorithm for arbitrary order multi-particle cumulants, including high-order and mixed harmonic cumulants, for analyzing azimuthal correlations in heavy-ion collisions.

Findings

First calculation of 10-, 12-, 14-, and 16-particle cumulants.

Predictions based on initial state and transport models for future experimental comparison.

Enhanced understanding of joint probability density functions of flow harmonics.

Abstract

Multi-particle cumulants of azimuthal angle correlations have been compelling tools to probe the properties of the Quark-Gluon Plasma (QGP) created in the ultra-relativistic heavy-ion collisions and the search for the QGP in small collision systems at RHIC and the LHC. However, only very few of them are available and have been studied in theoretical calculations and experimental measurements. In this paper, we present a generic recursive algorithm for multi-particle cumulants, which enables the calculation of arbitrary order multi-particle cumulants. Among them, the new 10-, 12-, 14-, and 16-particle cumulants of a single harmonic, named $c_{n}\{10\}$, $c_{n}\{12\}$, $c_{n}\{14\}$, and $c_{n}\{16\}$, and the corresponding $v_n$ coefficients, will be discussed for the first time. These new multi-particle cumulants can be readily used along with updates to the generic framework of multi-particle correlations to a very high order. Finally, we propose a particular series of mixed harmonic multi-particle cumulants, which measures the general correlations between any moments of different flow coefficients. The predictions of these new observables are shown based on an initial state model MC-Glauber, a toy Monte Carlo model, and the HIJING transport model for future comparisons between experimental data and theoretical model calculations. The study of these new multi-particle cumulants in heavy-ion collisions will significantly improve the understanding of the joint probability density function which involves both different harmonics of flow and also the symmetry planes. This will pave the way for more stringent constraints on the initial state and help to extract more precisely how the created hot and dense matter evolves. Meanwhile, the efforts applied to small systems could be very helpful in the understanding of the origin of the observed collectivity at RHIC and the LHC.