Bachelor Thesis Open Access

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

Ginter, Jannik

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{
  "abstract": "<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>", 
  "author": [
    {
      "family": "Ginter, Jannik"
    }
  ], 
  "id": "22319", 
  "issued": {
    "date-parts": [
      [
        2025, 
        4, 
        10
      ]
    ]
  }, 
  "language": "eng", 
  "title": "Studies on boosted \u03c4\u03c4 and bb pair identification in the NMSSM X \u2192 YH analysis", 
  "type": "thesis"
}
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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