Bachelor Thesis Open Access

Studies on boosted ττ and bb pair identification in the NMSSM X → YH analysis

Ginter, Jannik

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  "@type": "ScholarlyArticle", 
  "contributor": [], 
  "creator": [
    {
      "@type": "Person", 
      "name": "Ginter, Jannik"
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  ], 
  "datePublished": "2025-04-10", 
  "description": "<p>In this thesis, the efficiency of the ParticleNet jet tagging algorithm for the identification of boosted&nbsp;&tau;&tau; and bb pairs in the&nbsp;NMSSM&nbsp;X &rarr; YH analysis is investigated. The products of boosted decays overlap,&nbsp;which&nbsp;poses a challenge for&nbsp;the correct&nbsp;identification of the original particles. Generator-level studies of simulated di-Higgs events&nbsp;based on the CMS detector response are performed and used&nbsp;to learn about the behavior of the ParticleNet algorithm. Various tests on the efficiency of the algorithm and methods to improve it are presented.</p>", 
  "headline": "Studies on boosted \u03c4\u03c4 and bb pair identification in the NMSSM X \u2192 YH analysis", 
  "image": "https://publish.etp.kit.edu/static/img/logos/zenodo-gradient-round.svg", 
  "inLanguage": {
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    "alternateName": "eng", 
    "name": "English"
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  "keywords": [
    "CMS", 
    "NMSSM di-Higgs", 
    "boosted", 
    "bb+tautau", 
    "ParticleNet"
  ], 
  "name": "Studies on boosted \u03c4\u03c4 and bb pair identification in the NMSSM X \u2192 YH analysis", 
  "url": "https://publish.etp.kit.edu/record/22319"
}
Publication date:
April 10, 2025
Keyword(s):
CMS NMSSM di-Higgs boosted bb+tautau ParticleNet
Awarding University:
Karlsruhe Institute of Technology (KIT)
Report Number:
ETP-KA/2025-06
Communities:

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