April 10, 2025 Bachelor Thesis Open Access

Ginter, Jannik

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    "creators": [
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        "name": "Ginter, Jannik"
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    "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>", 
    "keywords": [
      "CMS", 
      "NMSSM di-Higgs", 
      "boosted", 
      "bb+tautau", 
      "ParticleNet"
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    "language": "eng", 
    "publication_date": "2025-04-10", 
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      "subtype": "bachelor-thesis", 
      "title": "Bachelor Thesis", 
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    "thesis": {
      "report_number": "ETP-KA/2025-06", 
      "supervisors": [
        {
          "name": "Husemann, Ulrich"
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        {
          "name": "Molch, Moritz"
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    "title": "Studies on boosted \u03c4\u03c4 and bb pair identification in the NMSSM X \u2192 YH analysis"
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