4.4 Article

Improved jet substructure methods: Y-splitter and variants with grooming

期刊

JOURNAL OF HIGH ENERGY PHYSICS
卷 -, 期 12, 页码 -

出版社

SPRINGER
DOI: 10.1007/JHEP12(2016)079

关键词

Jets; QCD Phenomenology

资金

  1. Lancaster-Manchester-Sheffield Consortium for Fundamental Physics under STFC [ST/L000520/1]
  2. French Agence Nationale de la Recherche [ANR-15-CE31-0016]
  3. ERC advanced grant Higgs LHC
  4. Science and Technology Facilities Council [ST/L000520/1, ST/J000418/1] Funding Source: researchfish
  5. STFC [ST/J000418/1, ST/L000520/1] Funding Source: UKRI

向作者/读者索取更多资源

It has recently been demonstrated with Monte Carlo studies that combining the well-known Y-splitter and trimming techniques gives rise to important gains in the signal significance achievable for boosted electroweak boson tagging at high pt. Here we carry out analytical calculations that explain these findings from first principles of QCD both for grooming via trimming and via the modified mass-drop tagger (mMDT). We also suggest modifications to Y-splitter itself, which result in great simplifications to the analytical results both for pure Y-splitter as well as its combination with general grooming methods. The modifications also lead to further performance gains, while making the results largely independent of choice of groomer. We discuss the implications of these findings in the broader context of optimal methods for boosted object studies at hadron colliders.

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