High Energy Physics - Phenomenology
[Submitted on 30 Apr 2013 (v1), last revised 10 Jul 2013 (this version, v3)]
Title:Energy Correlation Functions for Jet Substructure
View PDFAbstract:We show how generalized energy correlation functions can be used as a powerful probe of jet substructure. These correlation functions are based on the energies and pair-wise angles of particles within a jet, with (N+1)-point correlators sensitive to N-prong substructure. Unlike many previous jet substructure methods, these correlation functions do not require the explicit identification of subjet regions. In addition, the correlation functions are better probes of certain soft and collinear features that are masked by other methods. We present three Monte Carlo case studies to illustrate the utility of these observables: 2-point correlators for quark/gluon discrimination, 3-point correlators for boosted W/Z/Higgs boson identification, and 4-point correlators for boosted top quark identification. For quark/gluon discrimination, the 2-point correlator is particularly powerful, as can be understood via a next-to-leading logarithmic calculation. For boosted 2-prong resonances the benefit depends on the mass of the resonance.
Submission history
From: Andrew Larkoski [view email][v1] Tue, 30 Apr 2013 20:00:03 UTC (4,854 KB)
[v2] Thu, 2 May 2013 04:19:19 UTC (486 KB)
[v3] Wed, 10 Jul 2013 22:09:49 UTC (486 KB)
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