Carlota Andres, Jack Holguin, Raghav Kunnawalkam Elayavalli, Jussi Viinikainen
{"title":"用能量相关器最小化重离子碰撞中包容性射流的选择偏差","authors":"Carlota Andres, Jack Holguin, Raghav Kunnawalkam Elayavalli, Jussi Viinikainen","doi":"arxiv-2409.07514","DOIUrl":null,"url":null,"abstract":"The first-ever measurement of energy correlators within inclusive jets\nproduced in heavy-ion collisions, revealed by the CMS Collaboration, shows a\nclear enhancement at large angles relative to the proton-proton (p-p) baseline.\nHowever, interpreting this enhancement is complicated due to selection bias\nfrom energy loss, which also distorts the energy correlator heavy-ion to p-p\nratio in the hadronization region, hindering our understanding of parton/hadron\ndynamics in a colored medium. In this Letter, we introduce a new ratio of\nenergy correlator observables that removes the leading effects of selection\nbias from the two-point energy correlator spectrum (E2C). Pythia and Herwig\nsimulations show that the impact of selection bias in the E2C is reduced by an\norder of magnitude, while sensitivity to any other medium modifications is\nretained. This quantity can be obtained directly from the experimental\nmeasurements presented by CMS, as illustrated in the accompanying note.","PeriodicalId":501573,"journal":{"name":"arXiv - PHYS - Nuclear Theory","volume":"9 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Minimizing Selection Bias in Inclusive Jets in Heavy-Ion Collisions with Energy Correlators\",\"authors\":\"Carlota Andres, Jack Holguin, Raghav Kunnawalkam Elayavalli, Jussi Viinikainen\",\"doi\":\"arxiv-2409.07514\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The first-ever measurement of energy correlators within inclusive jets\\nproduced in heavy-ion collisions, revealed by the CMS Collaboration, shows a\\nclear enhancement at large angles relative to the proton-proton (p-p) baseline.\\nHowever, interpreting this enhancement is complicated due to selection bias\\nfrom energy loss, which also distorts the energy correlator heavy-ion to p-p\\nratio in the hadronization region, hindering our understanding of parton/hadron\\ndynamics in a colored medium. In this Letter, we introduce a new ratio of\\nenergy correlator observables that removes the leading effects of selection\\nbias from the two-point energy correlator spectrum (E2C). Pythia and Herwig\\nsimulations show that the impact of selection bias in the E2C is reduced by an\\norder of magnitude, while sensitivity to any other medium modifications is\\nretained. This quantity can be obtained directly from the experimental\\nmeasurements presented by CMS, as illustrated in the accompanying note.\",\"PeriodicalId\":501573,\"journal\":{\"name\":\"arXiv - PHYS - Nuclear Theory\",\"volume\":\"9 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-11\",\"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-2409.07514\",\"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-2409.07514","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Minimizing Selection Bias in Inclusive Jets in Heavy-Ion Collisions with Energy Correlators
The first-ever measurement of energy correlators within inclusive jets
produced in heavy-ion collisions, revealed by the CMS Collaboration, shows a
clear enhancement at large angles relative to the proton-proton (p-p) baseline.
However, interpreting this enhancement is complicated due to selection bias
from energy loss, which also distorts the energy correlator heavy-ion to p-p
ratio in the hadronization region, hindering our understanding of parton/hadron
dynamics in a colored medium. In this Letter, we introduce a new ratio of
energy correlator observables that removes the leading effects of selection
bias from the two-point energy correlator spectrum (E2C). Pythia and Herwig
simulations show that the impact of selection bias in the E2C is reduced by an
order of magnitude, while sensitivity to any other medium modifications is
retained. This quantity can be obtained directly from the experimental
measurements presented by CMS, as illustrated in the accompanying note.