Nonflow subtraction beyond two-particle correlations

Establishing collective flow in small collision systems is a crucial and necessary condition for pinning down the minimum conditions for quark-gluon plasma (QGP) formation. In two-particle correlations, nonflow has been subtracted with good control, pushing the reach of flow measurements down to very small event particle multiplicity $N$. However, the multi-particle nature of collectivity has not been established in the same $N$ regime, because the residual nonflow surviving the subevent procedure in multi-particle cumulants has never been quantified. We develop a general nonflow subtraction framework for $m$-particle cumulants, built around the approximate $1/N^{m-1}$ scaling of nonflow in the independent-source picture. Correlators containing $v_1$ serve as nonflow-dominated estimators, since the $p_{\\mathrm T}$-integrated dipolar flow is expected to be small. Using \\HIJING{} as a controlled nonflow-only environment, we test the subtraction for three target observables ($\\langle v_2^2\\rangle$, $\\langle v_2^2\\delta p_{\\mathrm T}\\rangle$, and $c_2\\{4\\}$) in O+O at $\\sqrt{s_{\\mathrm{NN}}} = 5.36$~TeV and 200~GeV and in $d$+Au at $\\sqrt{s_{\\mathrm{NN}}} = 200$~GeV. Most of the nonflow is removed, with residual fractions typically within 20--30\\% when converted to the two-particle level, though the best estimator differs across the three targets. We identify a multiplicity-reweighting correction, previously overlooked in two-particle correlations, that explains the long-standing undersubtraction of the naive $1/N$-scaling method; its impact grows as a power of the correlator order. The framework gives a systematic route to nonflow subtraction beyond two-particle correlations, broadening the class of multi-particle observables accessible to the small-system flow program.

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Publication Details

Journal
Reports on Progress in Physics
Published
2026-09-14
DOI
https://doi.org/10.1088/1361-6633/aea707
Primary Topic
High-Energy Particle Collisions Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Nonflow subtraction beyond two-particle correlations

S. Huang, Zaining Wang, Jiangyong Jia, Zhengxi Yan et al.
Reports on Progress in Physics
High-Energy Particle Collisions Research
article

Nonflow subtraction beyond two-particle correlations

S. Huang, Zaining Wang, Jiangyong Jia, Zhengxi Yan, Chunjian Zhang, Jinhui Chen
article en

Abstract

Establishing collective flow in small collision systems is a crucial and necessary condition for pinning down the minimum conditions for quark-gluon plasma (QGP) formation. In two-particle correlations, nonflow has been subtracted with good control, pushing the reach of flow measurements down to very small event particle multiplicity $N$. However, the multi-particle nature of collectivity has not been established in the same $N$ regime, because the residual nonflow surviving the subevent procedure in multi-particle cumulants has never been quantified. We develop a general nonflow subtraction framework for $m$-particle cumulants, built around the approximate $1/N^{m-1}$ scaling of nonflow in the independent-source picture. Correlators containing $v_1$ serve as nonflow-dominated estimators, since the $p_{\mathrm T}$-integrated dipolar flow is expected to be small. Using \HIJING{} as a controlled nonflow-only environment, we test the subtraction for three target observables ($\langle v_2^2\rangle$, $\langle v_2^2\delta p_{\mathrm T}\rangle$, and $c_2\{4\}$) in O+O at $\sqrt{s_{\mathrm{NN}}} = 5.36$~TeV and 200~GeV and in $d$+Au at $\sqrt{s_{\mathrm{NN}}} = 200$~GeV. Most of the nonflow is removed, with residual fractions typically within 20--30\% when converted to the two-particle level, though the best estimator differs across the three targets. We identify a multiplicity-reweighting correction, previously overlooked in two-particle correlations, that explains the long-standing undersubtraction of the naive $1/N$-scaling method; its impact grows as a power of the correlator order. The framework gives a systematic route to nonflow subtraction beyond two-particle correlations, broadening the class of multi-particle observables accessible to the small-system flow program.

Reports on Progress in Physics
Fudan University (CN), Stony Brook University (US)
U.S. Department of Energy, National Natural Science Foundation of China, National Key Research and Development Program of China
Industry, innovation and infrastructure
Openalex Percentile: Top 47%
High-Energy Particle Collisions Research
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