Jet Shapes with the Broadening Axis
arXiv:1401.2158 · doi:10.1007/JHEP04(2014)017
Abstract
Broadening is a classic jet observable that probes the transverse momentum structure of jets. Traditionally, broadening has been measured with respect to the thrust axis, which is aligned along the (hemisphere) jet momentum to minimize the vector sum of transverse momentum within a jet. In this paper, we advocate measuring broadening with respect to the "broadening axis", which is the direction that minimizes the scalar sum of transverse momentum within a jet. This approach eliminates many of the calculational complexities arising from recoil of the leading parton, and observables like the jet angularities become recoil-free when measured using the broadening axis. We derive a simple factorization theorem for broadening-axis observables which smoothly interpolates between the thrust-like and broadening-like regimes. We argue that the same factorization theorem holds for two-point energy correlation functions as well as for jet shapes based on a "winner-take-all axis". Using kinked broadening axes, we calculate event-wide angularities in e+e- collisions with next-to-leading logarithmic resummation. Defining jet regions using the broadening axis, we also calculate the global logarithms for angularities within a single jet. We find good agreement comparing our calculations both to showering Monte Carlo programs and to automated resummation tools. We give a brief historical perspective on the broadening axis and suggest ways that broadening-axis observables could be used in future jet substructure studies at the Large Hadron Collider.
32 pages + appendices, 11 figures
References in corpus (8)
- PYTHIA 6.4 Physics and Manual
- Boosted objects: a probe of beyond the Standard Model physics
- A precise determination of alpha_s from LEP thrust data using effective field theory
- A practical Seedless Infrared-Safe Cone jet algorithm
- Multivariate discrimination and the Higgs + W/Z search
- Jet Substructure Without Trees
- Non-Perturbative Contribution to the Thrust Distribution in Annihilation
- Effective Predictions of Event Shapes: Factorized, Resummed, and Gapped Angularity Distributions
Cited by in corpus (131)
- Soft Drop
- Jet Substructure at the Large Hadron Collider: A Review of Recent Advances in Theory and Machine Learning
- Jet Substructure at the Large Hadron Collider: Experimental Review
- Classification without labels: Learning from mixed samples in high energy physics
- Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis
- Jet-Images -- Deep Learning Edition
- Energy Flow Networks: Deep Sets for Particle Jets
- Power Counting to Better Jet Observables
- Gaining (Mutual) Information about Quark/Gluon Discrimination
- 50 Years of Quantum Chromodynamics
- Sudakov Safety in Perturbative QCD
- New Angles on Energy Correlation Functions
- Systematics of quark/gluon tagging
- Rethinking Jets with Energy Correlators: Tracks, Resummation and Analytic Continuation
- Factorization for groomed jet substructure beyond the next-to-leading logarithm
- Energy flow polynomials: A complete linear basis for jet substructure
- The Metric Space of Collider Events
- Subleading Power Rapidity Divergences and Power Corrections for
- Comparing and Counting Logs in Direct and Effective Methods of Resummation
- Performance of top-quark and -boson tagging with ATLAS in Run 2 of the LHC
- Simplicity from Recoil: The Three-Loop Soft Function and Factorization for the Energy-Energy Correlation
- A Precise Determination of from the C-parameter Distribution
- Non-Global Logarithms, Factorization, and the Soft Substructure of Jets
- Casimir Meets Poisson: Improved Quark/Gluon Discrimination with Counting Observables
- Resummation of Double-Differential Cross Sections and Fully-Unintegrated Parton Distribution Functions
- How Much Information is in a Jet?
- Identification of boosted, hadronically decaying W bosons and comparisons with ATLAS data taken at TeV
- Novel Jet Observables from Machine Learning
- The Energy Distribution of Subjets and the Jet Shape
- Toward Multi-Differential Cross Sections: Measuring Two Angularities on a Single Jet
- Jet Substructure Studies with CMS Open Data
- XCone: N-jettiness as an Exclusive Cone Jet Algorithm
- Measurement of jet substructure observables in events from proton-proton collisions at 13TeV
- Search for heavy particles decaying into a top-quark pair in the fully hadronic final state in collisions at TeV with the ATLAS detector
- A Soft-Collinear Mode for Jet Cross Sections in Soft Collinear Effective Theory
- Jet axes and universal transverse-momentum-dependent fragmentation
- An operational definition of quark and gluon jets
- Spin correlations in final-state parton showers and jet observables
- Probing Transverse-Momentum Distributions With Groomed Jets
- angularity distributions at NNLL accuracy
- Jet Angularities in Z+jet production at the LHC
- Associated jet and subjet rates in light-quark and gluon jet discrimination
- The Sudakov radiator for jet observables and the soft physical coupling
- Phenomenology of jet angularities at the LHC
- The Hidden Geometry of Particle Collisions
- Soft evolution of multi-jet final states
- Measurement of jet-substructure observables in top quark, boson and light jet production in proton-proton collisions at TeV with the ATLAS detector
- A Theory of Quark vs. Gluon Discrimination
- Factorization and Resummation for Generic Hierarchies between Jets
- Jet Shape Resummation Using Soft-Collinear Effective Theory
- Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging
- Transverse Momentum Spectra at Threshold for Groomed Heavy Quark Jets
- Generic dijet soft functions at two-loop order: correlated emissions
- Aspects of Jets at 100 TeV
- Soft-Drop Thrust
- Search for pair production of scalar leptoquarks decaying into first- or second-generation leptons and top quarks in proton-proton collisions at = 13 TeV with the ATLAS detector
- Automating the Construction of Jet Observables with Machine Learning
- Probing Transverse-Momentum Dependent Evolution With Groomed Jets
- Building a Better Boosted Top Tagger
- Factorization for Jet Radius Logarithms in Jet Mass Spectra at the LHC
- Joint resummation of two angularities at next-to-next-to-leading logarithmic order
- Towards Machine Learning Analytics for Jet Substructure
- Disentangling Heavy Flavor at Colliders
- Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions
- A Fragmentation Approach to Jet Flavor
- Factorization and Resummation for Groomed Multi-Prong Jet Shapes
- Computing -subjettiness for boosted jets
- Calculating the primary Lund Jet Plane density
- Resummed predictions for jet-resolution scales in multijet production in annihilation
- Disentangling Quarks and Gluons with CMS Open Data
- Predictions for energy correlators probing substructure of groomed heavy quark jets
- Phenomenology with a recoil-free jet axis: TMD fragmentation and the jet shape
- Lund and Cambridge multiplicities for precision physics
- Precision boson-jet azimuthal decorrelation at hadron colliders
- Resolving Boosted Jets with XCone
- Tagging the initial-state gluon
- Identifying boosted new physics with non-isolated leptons
- In-medium modification of dijets in PbPb collisions at 5.02 TeV
- Transverse Vetoes with Rapidity Cutoff in SCET
- Two- and Three-Loop Data for Groomed Jet Mass
- Cutting Multiparticle Correlators Down to Size
- Novel observables for exploring QCD collective evolution and quantum entanglement within individual jets
- Collinear Drop
- Energy Correlators of Hadronically Decaying Electroweak Bosons
- SHAPER: Can You Hear the Shape of a Jet?
- The Singular Behavior of Jet Substructure Observables
- Jet Shapes in Dijet Events at the LHC in SCET
- Non-global and rapidity logarithms in narrow jet broadening
- Covariantizing Phase Space
- Leading jets and energy loss
- Next-to-next-to-leading logarithmic resummation for transverse thrust
- QCD resummation for groomed jet observables at NNLL+NLO
- Non-Global and Clustering Effects for Groomed Multi-Prong Jet Shapes
- Lund multiplicity in QCD jets
- Angularity in DIS at next-to-next-to-leading log accuracy
- Calculating Soft Radiation at One Loop
- Measurement of b jet shapes in proton-proton collisions at 5.02 TeV
- Soft Functions for Generic Jet Algorithms and Observables at Hadron Colliders
- Impact of Jet Veto Resummation on Slepton Searches
- Quark jet rates and quark/gluon discrimination in multi-jet final states
- Flavoured jet algorithms: a comparative study
- Disentangling observable dependence in SCETI and SCETII anomalous dimensions: angularities at two loops
- Precision three-dimensional imaging of nuclei using recoil-free jets
- A formalism for the resummation of non-factorizable observables in SCET
- Safe Use of Jet Pull
- Non-Global Correlations in Collider Physics
- Safe but Incalculable: Energy-weighting is not all you need
- Jet Substructure Measurements of Interference in Non-Interfering SMEFT Effects
- Removing phase-space restrictions in factorized cross sections
- NLL + predictions of lepton-jet azimuthal angular distribution in deep-inelastic scattering
- Angularity in Higgs boson decays via at NNLL accuracy
- Energy Correlators Beyond Angles
- Evolution variable dependence of jet substructure
- Collider fingerprints of freeze-in dark matter produced during the fast expansion phase of Universe
- Heavy Flavour Jet Substructure
- Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network
- Phenomenological study of the angle between jet axes in heavy-ion collisions
- Dark Sector Showers and Hadronisation in Herwig 7
- Top-Tagging at the Energy Frontier
- How much joint resummation do we need?
- First measurement of -jet mass with and without grooming
- One-loop Jet Functions by Geometric Subtraction
- Heavy Flavor Jet Substructure at Lepton Colliders
- Systematically Constructing the Likelihood for Boosted Decays
- D-meson-tagged jet axes difference in proton-proton collisions at TeV
- Search for medium effects using jet axis decorrelation in inclusive jets from PbPb collisions at = 5.02 TeV
- Impact of soft QCD effects over intrajet azimuthal anisotropies
- Improving sensitivity of vectorlike top partner searches with jet substructure
- Stable and Interpretable Jet Physics with IRC-Safe Equivariant Feature Extraction
- Constraining color-charge effects of partonic energy loss with jet axis-based inclusive jet substructure measurement
- Jet substructure of light and heavy flavor jets at RHIC