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Detecting a Boosted Diboson Resonance

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arxiv 1809.07334 v1 pith:YMQIO5CE submitted 2018-09-19 hep-ph

classification hep-ph
keywords scalarboostedmassdecayresonancealgorithmsdecaysdiboson
verification ladder T0 review T1 audit T2 compute T3 formal

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abstract

New light scalar particles in the mass range of hundreds of GeV, decaying into a pair of $W/Z$ bosons can appear in several extensions of the SM. The focus of collider studies for such a scalar is often on its direct production, where the scalar is typically only mildly boosted. The observed $W/Z$ are therefore well-separated, allowing analyses for the scalar resonance in a standard fashion as a low-mass diboson resonance. In this work we instead focus on the scenario where the direct production of the scalar is suppressed, and it is rather produced via the decay of a significantly heavier (a few TeV mass) new particle, in conjunction with SM particles. Such a process results in the scalar being highly boosted, rendering the $W/Z$'s from its decay merged. The final state in such a decay is a "fat" jet, which can be either four-pronged (for fully hadronic $W/Z$ decays), or may be like a $W/Z$ jet, but with leptons buried inside (if one of the $W/Z$ decays leptonically). In addition, this fat jet has a jet mass that can be quite different from that of the $W/Z$/Higgs/top quark-induced jet, and may be missed by existing searches. In this work, we develop dedicated algorithms for tagging such multi-layered "boosted dibosons" at the LHC. As a concrete application, we discuss an extension of the standard warped extra-dimensional framework where such a light scalar can arise. We demonstrate that the use of these algorithms gives sensitivity in mass ranges that are otherwise poorly constrained.

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  1. Mass Agnostic Jet Taggers

    hep-ph 2019-08 conditional novelty 6.0 of 10

    A systematic comparison shows that data-augmentation jet taggers (planing and PCA scaling) achieve background-preserving performance similar to adversarial networks and uBoost, with much lower training cost.

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