Pub Date : 2021-03-01DOI: 10.5140/JASS.2021.38.1.55
Kihong Park, Kihyeon Cho
The universe is well known to be consists of dark energy, dark matter and the standard model (SM) particles. The dark matter dominates the density of matter in the universe. The dark matter is thought to be linked with dark photon which are hypothetical hidden sector particles similar to photons in electromagnetism but potentially proposed as force carriers. Due to the extremely small cross-section of dark matter, a large amount of data is needed to be processed. Therefore, we need to optimize the central processing unit (CPU) time. In this work, using MadGraph5 as a simulation tool kit, we examined the CPU time, and cross-section of dark matter at the electron-positron collider considering three parameters including the center of mass energy, dark photon mass, and coupling constant. The signal process pertained to a dark photon, which couples only to heavy leptons. We only dealt with the case of dark photon decaying into two muons. We used the simplified model which covers dark matter particles and dark photon particles as well as the SM particles. To compare the CPU time of simulation, one or more cores of the KISTI-5 supercomputer of Nurion Knights Landing and Skylake and a local Linux machine were used. Our results can help optimize high-energy physics software through high-performance computing and enable the users to incorporate parallel processing.
{"title":"A Study of Dark Photon at the Electron-Positron Collider Experiments Using KISTI-5\u0000 Supercomputer","authors":"Kihong Park, Kihyeon Cho","doi":"10.5140/JASS.2021.38.1.55","DOIUrl":"https://doi.org/10.5140/JASS.2021.38.1.55","url":null,"abstract":"The universe is well known to be consists of dark energy, dark matter and the\u0000 standard model (SM) particles. The dark matter dominates the density of matter in the\u0000 universe. The dark matter is thought to be linked with dark photon which are\u0000 hypothetical hidden sector particles similar to photons in electromagnetism but\u0000 potentially proposed as force carriers. Due to the extremely small cross-section of dark\u0000 matter, a large amount of data is needed to be processed. Therefore, we need to optimize\u0000 the central processing unit (CPU) time. In this work, using MadGraph5 as a simulation\u0000 tool kit, we examined the CPU time, and cross-section of dark matter at the\u0000 electron-positron collider considering three parameters including the center of mass\u0000 energy, dark photon mass, and coupling constant. The signal process pertained to a dark\u0000 photon, which couples only to heavy leptons. We only dealt with the case of dark photon\u0000 decaying into two muons. We used the simplified model which covers dark matter particles\u0000 and dark photon particles as well as the SM particles. To compare the CPU time of\u0000 simulation, one or more cores of the KISTI-5 supercomputer of Nurion Knights Landing and\u0000 Skylake and a local Linux machine were used. Our results can help optimize high-energy\u0000 physics software through high-performance computing and enable the users to incorporate\u0000 parallel processing.","PeriodicalId":44366,"journal":{"name":"Journal of Astronomy and Space Sciences","volume":"13 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87599523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}