English

Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging

High Energy Physics - Phenomenology 2017-04-05 v1

Abstract

NN-subjettiness ratios are in wide use for tagging heavy boosted objects, in particular the ratio of 2-subjettiness to 1-subjettiness for tagging boosted electroweak bosons. In this article we introduce a new, \emph{dichroic} ratio, which uses different regions of a jet to determine the two subjettiness measures, emphasising the hard substructure for the 1-subjettiness and the full colour radiation pattern for the 2-subjettiness. Relative to existing NN-subjettiness ratios, the dichroic extension, combined with SoftDrop (pre-)grooming, makes it possible to increase the ultimate signal significance by about 25%25\% (for 2TeV2\,\text{TeV} jets), or to reduce non-perturbative effects by a factor of 232{-}3 at 50%50\% signal efficiency while maintaining comparable background rejection. We motivate the dichroic approach through the study of Lund diagrams, supplemented with resummed analytical calculations.

Keywords

Cite

@article{arxiv.1612.03917,
  title  = {Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging},
  author = {Gavin P. Salam and Lais Schunk and Gregory Soyez},
  journal= {arXiv preprint arXiv:1612.03917},
  year   = {2017}
}

Comments

42 pages, 17 figures