Fox-Wolfram Moments in Higgs Physics

Abstract

Geometric correlations between jets as part of hard processes or in addition to hard processes are key ingredients to many LHC analyses. Fox--Wolfram moments systematically describe these correlations in terms of spherical harmonics. These moments, either computed from the tagging jets or from all jets in each event, can significantly improve Higgs searches in weak boson fusion. Applications of Fox--Wolfram moments in LHC analyses obviously surpass jets as analysis objects as well as Higgs searches in terms of analyses.

12 pages, 8 figures

References in corpus (7)

• Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC
• Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC
• Event generation with SHERPA 1.1
• Higgs Quantum Numbers in Weak Boson Fusion
• Exploring QCD uncertainties when setting limits on compressed SUSY spectra
• Extracting Higgs boson couplings using a jet veto
• Polishing a shiny Higgs with matrix elements

Cited by in corpus (27)

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• Search for charged Higgs bosons in the $H^{\pm }\to tb$ decay channel in $pp$ collisions at $\sqrt{s}=8$ TeV using the ATLAS detector
• Resolving the Higgs-Gluon Coupling with Jets
• $hhjj$ production at the LHC
• Lorentz Boost Networks: Autonomous Physics-Inspired Feature Engineering
• Associated Production Evidence against Higgs Impostors and Anomalous Couplings
• Stop on Top
• Spying an invisible Higgs
• Benchmarking an Even Better HEPTopTagger
• The shape of spins
• Weak Boson Fusion at 100 TeV
• Polarized WW Scattering on the Higgs Pole
• Measurement of the top quark mass using events with a single reconstructed top quark in pp collisions at $\sqrt{s}$ = 13 TeV
• Machine learning techniques in searches for $t\bar{t}h$ in the $h\to b\bar{b}$ decay channel
• Search for the non-resonant production of Higgs boson pairs via gluon fusion and vector-boson fusion in the $b\bar{b}{\tau }^{+}{\tau }^{-}$ final state in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
• Improving Higgs plus Jets analyses through Fox--Wolfram Moments
• Tagging Jets in Invisible Higgs Searches
• Learning Physics at Future $e^{-}{e}^{+}$ Colliders with Machine
• Double-charming Higgs identification using machine-learning assisted jet shapes
• Modification of Fox-Wolfram Moments for Hadron Colliders
• A sensitivity study of triboson production processes to dimension-6 EFT operators at the LHC
• Measurement of the inclusive $t\bar{t}$ production cross section in the lepton+jets channel in $pp$ collisions at $\sqrt{s}$= 7 TeV with the ATLAS detector using support vector machines
• The Fox-Wolfram Moment of Jet Production in Relativistic Heavy Ion Collisions
• Search for the production of a Higgs boson in association with a single top quark in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
• Improving sensitivity of vectorlike top partner searches with jet substructure