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Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging

Abstract : $N$-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 $N$-subjettiness ratios, the dichroic extension, combined with SoftDrop (pre-)grooming, makes it possible to increase the ultimate signal significance by about $25\%$ (for $2\,\text{TeV}$ jets), or to reduce non-perturbative effects by a factor of $2{-}3$ at $50\%$ signal efficiency while maintaining comparable background rejection. We motivate the dichroic approach through the study of Lund diagrams, supplemented with resummed analytical calculations.
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https://hal-cea.archives-ouvertes.fr/cea-01464757
Contributor : Emmanuelle de Laborderie <>
Submitted on : Friday, February 10, 2017 - 2:40:03 PM
Last modification on : Monday, February 10, 2020 - 6:13:40 PM
Long-term archiving on: : Thursday, May 11, 2017 - 1:40:18 PM

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  • HAL Id : cea-01464757, version 1
  • ARXIV : 1612.03917

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Gavin P. Salam, Lais Schunk, Gregory Soyez. Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging. 2017. ⟨cea-01464757⟩

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