Bayesian method for quantifying the non-Gaussian fluctuations in low-intermediate energy heavy ion collisions

In this work, we present a model-independent method to quantify the non-Gaussian fluctuations in the observable distributions, which are assessed by the difference between the measured observable distributions and reconstructed observable distributions via the Bayesian method. Our results indicate that the strength of non-Gaussian fluctuation increases with the beam energy, and is primarily driven by non-central collision mechanisms. The experimental measurement of the strength of non-Gaussian fluctuation of the observable distributions will provide valuable insights into understanding the nonequilibrium effects in heavy ion collisions and the liquid-gas phase transition in finite nuclei.

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Publication Details

Journal
Physics Letters B
Published
2025-03-28
DOI
https://doi.org/10.1016/j.physletb.2025.139427
Citations
2
Primary Topic
High-Energy Particle Collisions Research
Type
article
Field-Weighted Citation Impact
3.74

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article

Bayesian method for quantifying the non-Gaussian fluctuations in low-intermediate energy heavy ion collisions

Kai Zhao, Yingxun Zhang, Zhuxia Li, Xinyu Wang et al.
2 citations
Physics Letters B
High-Energy Particle Collisions Research
3.74
article

Bayesian method for quantifying the non-Gaussian fluctuations in low-intermediate energy heavy ion collisions

Kai Zhao, Yingxun Zhang, Zhuxia Li, Xinyu Wang, Xiang Chen, Junping Yang, Ying Cui
article en
2 citations

Abstract

In this work, we present a model-independent method to quantify the non-Gaussian fluctuations in the observable distributions, which are assessed by the difference between the measured observable distributions and reconstructed observable distributions via the Bayesian method. Our results indicate that the strength of non-Gaussian fluctuation increases with the beam energy, and is primarily driven by non-central collision mechanisms. The experimental measurement of the strength of non-Gaussian fluctuation of the observable distributions will provide valuable insights into understanding the nonequilibrium effects in heavy ion collisions and the liquid-gas phase transition in finite nuclei.

Physics Letters BVol. 864
Fudan University (CN), Guangxi Normal University (CN), China Institute of Atomic Energy (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 9%
High-Energy Particle Collisions Research
3.74
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Bayesian method for quantifying the non-Gaussian fluctuations in low-intermediate energy heavy ion collisions — Kai Zhao, Yingxun Zhang, et al. · Physics Letters B (2025) | TGRS Research Map | TGRS