{"title":"重离子碰撞中粒子的莱维行走","authors":"Dániel Kincses, Márton Nagy, Máté Csanád","doi":"arxiv-2409.10373","DOIUrl":null,"url":null,"abstract":"The process of L\\'evy walk, i.e., movement patterns described by heavy-tailed\nrandom walks, play a role in many different phenomena, from chemical and\nmicrobiological systems through marine predators to climate change. Recent\nexperiments have suggested that this phenomenon also appears in heavy-ion\ncollisions. However, the theoretical background is not yet well understood. In\nhigh-energy collisions of heavy nuclei, the strongly interacting Quark Gluon\nPlasma is created, which, similarly to the early Universe, undergoes a rapid\nexpansion and transition back to normal hadronic matter. In the subsequent\nexpanding hadron gas, particles interact until kinetic freeze-out, when their\nmomenta become fixed, and they freely transition toward the detectors.\nMeasuring spatial freeze-out distributions is a crucial tool in understanding\nthe dynamics of the created matter as well as the interactions among its\nconstituents. In this paper, we present a novel three-dimensional analysis of\nthe spatial freeze-out distribution of pions (the most abundant particles in\nsuch collisions). Utilizing Monte-Carlo simulations of high-energy collisions,\nwe show that the chain of processes ending in a final state pion has a step\nlength distribution leading to L\\'evy-stable distributions. Subsequently, we\nshow that pion freeze-out distributions indeed exhibit heavy tails and can be\ndescribed by a three-dimensional elliptically contoured symmetric L\\'evy-stable\ndistribution.","PeriodicalId":501573,"journal":{"name":"arXiv - PHYS - Nuclear Theory","volume":"22 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Lévy walk of pions in heavy-ion collisions\",\"authors\":\"Dániel Kincses, Márton Nagy, Máté Csanád\",\"doi\":\"arxiv-2409.10373\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The process of L\\\\'evy walk, i.e., movement patterns described by heavy-tailed\\nrandom walks, play a role in many different phenomena, from chemical and\\nmicrobiological systems through marine predators to climate change. Recent\\nexperiments have suggested that this phenomenon also appears in heavy-ion\\ncollisions. However, the theoretical background is not yet well understood. In\\nhigh-energy collisions of heavy nuclei, the strongly interacting Quark Gluon\\nPlasma is created, which, similarly to the early Universe, undergoes a rapid\\nexpansion and transition back to normal hadronic matter. In the subsequent\\nexpanding hadron gas, particles interact until kinetic freeze-out, when their\\nmomenta become fixed, and they freely transition toward the detectors.\\nMeasuring spatial freeze-out distributions is a crucial tool in understanding\\nthe dynamics of the created matter as well as the interactions among its\\nconstituents. In this paper, we present a novel three-dimensional analysis of\\nthe spatial freeze-out distribution of pions (the most abundant particles in\\nsuch collisions). Utilizing Monte-Carlo simulations of high-energy collisions,\\nwe show that the chain of processes ending in a final state pion has a step\\nlength distribution leading to L\\\\'evy-stable distributions. Subsequently, we\\nshow that pion freeze-out distributions indeed exhibit heavy tails and can be\\ndescribed by a three-dimensional elliptically contoured symmetric L\\\\'evy-stable\\ndistribution.\",\"PeriodicalId\":501573,\"journal\":{\"name\":\"arXiv - PHYS - Nuclear Theory\",\"volume\":\"22 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Nuclear Theory\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.10373\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Nuclear Theory","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.10373","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
L\'evy walk 过程,即重尾随机漫步所描述的运动模式,在许多不同的现象中发挥作用,从化学和微生物系统到海洋捕食者再到气候变化。最近的实验表明,这种现象也出现在重离子碰撞中。然而,人们对其理论背景还不甚了解。在重核的高能碰撞中,强相互作用的夸克胶子等离子体(Quark GluonPlasma)被创造出来,与早期宇宙类似,它经历了急剧膨胀,并过渡回正常的强子物质。在随后膨胀的强子气体中,粒子相互作用,直到动能冻结,此时它们的动量变得固定,并自由地过渡到探测器。在本文中,我们对粒子(碰撞中最多的粒子)的空间凝固分布进行了新颖的三维分析。通过对高能碰撞的蒙特卡洛模拟,我们证明了以最终态先锋为结局的过程链具有导致 L\'evy-stable 分布的阶长分布。随后,我们证明了先驱凝固分布确实表现出重尾,并且可以用三维椭圆轮廓对称的 L\'evy-stabled 分布来描述。
The process of L\'evy walk, i.e., movement patterns described by heavy-tailed
random walks, play a role in many different phenomena, from chemical and
microbiological systems through marine predators to climate change. Recent
experiments have suggested that this phenomenon also appears in heavy-ion
collisions. However, the theoretical background is not yet well understood. In
high-energy collisions of heavy nuclei, the strongly interacting Quark Gluon
Plasma is created, which, similarly to the early Universe, undergoes a rapid
expansion and transition back to normal hadronic matter. In the subsequent
expanding hadron gas, particles interact until kinetic freeze-out, when their
momenta become fixed, and they freely transition toward the detectors.
Measuring spatial freeze-out distributions is a crucial tool in understanding
the dynamics of the created matter as well as the interactions among its
constituents. In this paper, we present a novel three-dimensional analysis of
the spatial freeze-out distribution of pions (the most abundant particles in
such collisions). Utilizing Monte-Carlo simulations of high-energy collisions,
we show that the chain of processes ending in a final state pion has a step
length distribution leading to L\'evy-stable distributions. Subsequently, we
show that pion freeze-out distributions indeed exhibit heavy tails and can be
described by a three-dimensional elliptically contoured symmetric L\'evy-stable
distribution.