Better Jet Clustering Algorithms

Abstract

We investigate modifications to the $k_{\perp }$-clustering jet algorithm which preserve the advantages of the original Durham algorithm while reducing non-perturbative corrections and providing better resolution of jet substructure. We find that a simple change in the sequence of clustering (combining smaller-angle pairs first), together with the `freezing' of soft resolved jets, has beneficial effects.

32 pages, 16 figures, LaTeX2e, uses JHEP.cls (included). Version to be published in JHEP: reference to LUCLUS algorithm added. Program available at http://www.hep.phy.cam.ac.uk/theory/webber/camjet/

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• Non-Global and Clustering Effects for Groomed Multi-Prong Jet Shapes
• Boosted Higgs $\to b\bar{b}$ in vector-boson associated production at 14 TeV
• Search for the production of an excited bottom quark decaying to tW in proton-proton collisions at sqrt(s) = 8 TeV
• Identification of b-jets using QCD-inspired observables
• Top jets as a probe of degenerate stop-NLSP LSP scenario in the framework of cMSSM
• Invariant Jet Mass Measurements in $pp$ Collisions at $\sqrt{s}=200$ GeV at RHIC
• Search for new heavy resonances decaying to WW, WZ, ZZ, WH, or ZH boson pairs in the all-jets final state in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Search for a heavy resonance decaying to a top quark and a vector-like top quark at sqrt(s) = 13 TeV
• Hard jet substructure in a multistage approach
• Testing electroweak scale seesaw models at $e^{-}\gamma$ and $\gamma \gamma$ colliders
• Jet shapes for boosted jet two-prong decays from first-principles
• On heavy-flavour jets with Soft Drop
• Search for W' bosons decaying to a top and a bottom quark at $\sqrt{s}=$ 13 TeV in the hadronic final state
• Reconstruction of Vector-like Top Partner from Fully Hadronic Final States
• Performance of the ALICE Electromagnetic Calorimeter
• SUSY Digs up a Buried Higgs
• Examining the origin of dark matter mass at colliders
• Heavy-Flavour Jets in High-Energy Nuclear Collisions
• Lund multiplicity in QCD jets
• e+e- -> 6 jets in parton level QCD at LEP1, LEP2 and NLC
• Associated Production of Non-Standard Higgs Bosons at the LHC
• Second Stop and Sbottom Searches with a Stealth Stop
• EFT for Soft Drop Double Differential Cross Section
• Reframing Jet Physics with New Computational Methods
• Dynamic Radius Jet Clustering Algorithm
• Isolating perturbative QCD splittings in heavy-ion collisions
• Quark and gluon two-loop beam functions for leading-jet $p_T$ and slicing at NNLO
• Search for light long-lived neutral particles that decay to collimated pairs of leptons or light hadrons in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
• Analysis of $W^{\pm }+4\gamma$ in the 2HDM Type-I at the LHC
• Jet mass distribution in Higgs/vector boson + jet events at hadron colliders with $k_t$ clustering
• Measurement of the jet mass in high transverse momentum $Z(\to b\overline{b})\gamma$ production at $\sqrt{s}=13$ TeV using the ATLAS detector
• Search for supersymmetry in pp collisions at sqrt(s) = 8 TeV in final states with boosted W bosons and b jets using razor variables
• Study of Baryonic R-Parity Violating MSSM Using Jet Substructure Technique at the 14 TeV LHC
• Searches for new physics with boosted top quarks in the MadAnalysis 5 and Rivet frameworks
• Tagging boosted hadronic objects with dynamical grooming
• Displaced Neutrino Jets at the LHeC
• Jet Sampling: Improving Event Reconstruction through Multiple Interpretations
• LHC searches for heavy neutral Higgs bosons with a top jet substructure analysis
• Boosted top quarks in supersymmetric cascade decays at the LHC
• Fuzzy Jets
• Tagging single Tops
• Non-standard charged Higgs decay at the LHC in Next-to-Minimal Supersymmetric Standard Model
• Right Handed Neutrinos, TeV Scale BSM Neutral Higgs and FIMP Dark Matter in EFT Framework
• A Monte Carlo Study of the Dynamical-Flucautation Property of the Hadronic System Inside Jets
• The soft drop momentum sharing fraction $z_g$ beyond leading-logarithmic accuracy
• Search for R-parity violation with a Ubar Dbar Dbar coupling at sqrt(s)=189 GeV
• KNO-like scaling within a jet in proton--proton collisions at LHC energies
• Prospects for Spin-1 Resonance Search at 13 TeV LHC and the ATLAS Diboson Excess
• Testing ATLAS Diboson Excess with Dark Matter Searches at LHC
• First measurements of $N$-subjettiness in central Pb$-$Pb collisions at $\sqrt{s_{\mathrm{NN}}}=2.76$ TeV
• Hadron Collider Searches for Diboson Resonances
• Resummation prediction on the jet mass spectrum in one-jet inclusive production at the LHC
• Role of the $Z$ polarization in the $H\to b\bar{b}$ measurement
• Modification of jet structure in high-multiplicity pp collisions due to multiple-parton interactions and observing a multiplicity-independent characteristic jet size
• Deterministic Annealing as a jet clustering algorithm in hadronic collisions
• Tagging Boosted Ws with Wavelets
• Photon isolation and jet substructure
• Boosted Top quark polarization
• Measuring the signal strength in ttH with H->bb
• Search for W' to tb in proton-proton collisions at sqrt(s) = 8 TeV
• Precise probing and discrimination of third-generation scalar leptoquarks
• Jet energy drop
• Measuring the polarization of boosted, hadronic $W$ bosons with jet substructure observables
• Jet-veto resummation at N${}^3$LL${}_{\text{p}}$+NNLO in boson production processes
• Vector Bosons and Jets in Proton Collisions
• Revisiting $\mathbf{Vh}(\to \mathbf{b}\bar{\mathbf{b}})$ at the LHC and FCC-hh
• Double Higgs Production with a Jet Substructure Analysis to Probe Extra Dimensions
• Identifying quenched jets in heavy ion collisions with machine learning
• Resummation prediction on gauge boson pair production with a jet veto
• Weak Corrections to Three-Jet Production in Electron-Positron Annihilations: 1) The Factorisable Contributions
• Matching and event-shape NNDL accuracy in parton showers
• Full One-loop Electro-Weak Corrections to Three-jet Observables at the Z pole and Beyond
• Highly Boosted Higgs Bosons and Unitarity in Vector-Boson Fusion at Future Hadron Colliders
• On Statistical Aspects of Qjets
• Using Jet Substructure at the LHC to Search for the Light Higgs Bosons of the CP-Violating MSSM
• Flavoured jet algorithms: a comparative study
• The mass area of jets
• ZZ production at high transverse momenta beyond NLO QCD
• $p_T$ dispersion of inclusive jets in high-energy nuclear collisions
• Multijet rates in e+e- annihilation: perturbation theory versus LEP data
• Jets with electrons from boosted top quarks
• Optimal jet radius in kinematic dijet reconstruction
• Measurements of groomed-jet substructure of charm jets tagged by ${\mathrm{D}}^0$ mesons in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Jet analysis by Deterministic Annealing
• Jet substructure probe to unfold singlet-doublet dark matter in the presence of non-standard cosmology
• Measurement of the primary Lund jet plane density in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Boosted Top Quarks and Jet Structure
• Search for heavy resonances decaying to a pair of Lorentz-boosted Higgs bosons in final states with leptons and a bottom quark pair at $\sqrt{s}=$ 13 TeV
• Dark Sector Showers in the Lund Jet Plane
• Measurement of the angle between jet axes in pp collisions at $\sqrt{s}=5.02$ TeV
• Two-loop anomalous dimensions for small-$R$ jet versus hadronic fragmentation functions
• Combination of Run-1 Exotic Searches in Diboson Final States at the LHC
• EW corrections and Heavy Boson Radiation at a high-energy muon collider
• Search for the vectorlike leptons in the U(1)${}_X$ model inspired by the $B$-meson decay anomalies
• Tri-boson and WH production in the ${\mathrm{W}}^{+}{\mathrm{W}}^{+}\mathrm{jj}$ channel: predictions at full NLO accuracy and beyond
• Review of top quark mass measurements in CMS
• Unsupervised Event Classification with Graphs on Classical and Photonic Quantum Computers
• Search for bottom squarks in the baryon-number violating MSSM
• Factorized groomed jet mass distribution in inclusive jet processes
• Boosted jet techniques for a supersymmetric scenario with gravitino LSP
• Analytic Boosted Boson Discrimination
• Separated at Birth: Jet Maximization, Axis Minimization, and Stable Cone Finding
• Search for a heavy resonance decaying into a top quark and a W boson in the lepton+jets final state at $\sqrt{s}=$13 TeV
• Jet energy spectrum and substructure in $e^{+}{e}^{-}$ collisions at 91.2 GeV with ALEPH Archived Data
• 1-jettiness with jet axis at $O({\alpha }_s)$ in jeep inelastic scattering
• Complementary collider and astrophysical probes of multi-component Dark Matter
• Search for Mono-Higgs Signals in $b\bar{b}$ Final States Using Deep Neural Networks
• Type-II see-saw at ${\mu }^{+}$${\mu }^{-}$ collider
• Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming
• Logarithmically-accurate and positive-definite NLO shower matching
• Jet Physics at the Tevatron
• Investigating the Quantum Properties of Jets and the Search for a Supersymmetric Top Quark Partner with the ATLAS Detector
• Don't be left in the dark: Improving LHC searches for dark photons using lepton-jet substructure
• Six-jet production at lepton colliders
• Exploring the time axis within medium-modified jets
• Search for narrow H$\gamma$ resonances in proton-proton collisions at $\sqrt{s}=$ 13 TeV
• Safe Use of Jet Pull
• Jet evolution in a dense QCD medium
• Multi-leptons and Top-jets in the Hunt for Gluinos in R-parity Violating Supersymmetry
• Probing mild-tempered neutralino dark matter through top-squark production at the LHC
• Prospects for a Heavy Vector-Like Charge 2/3 Quark T search at the LHC with \sqrt{s}=14 TeV and 33 TeV. "A Snowmass 2013 Whitepaper"
• Coherent Soft Particle Production in Z Decays into Three Jets
• Vetoed jet clustering: The mass-jump algorithm
• Exclusive heavy quark dijet cross section
• Revealing the jet substructure in a compressed spectrum
• Exploring Higgs-Photon Production at the LHC
• Uncover Compressed Supersymmetry via Boosted Bosons from the Heavier Stop/Sbottom
• $m_b(m_Z)$ from jet production at the $Z$ peak in the Cambridge algorithm
• Traces of a triboson resonance
• Interpretable deep learning models for the inference and classification of LHC data
• A Higgs in the Warped Bulk and LHC signals
• Boosted top tagging and its interpretation using Shapley values
• Jet Classification Using High-Level Features from Anatomy of Top Jets
• Automatic detection of boosted Higgs boson and top quark jets in an event image
• Dijet Invariant Mass Distribution in Top Quark Hadronic Decay with QCD Corrections
• Aspects of Track-Assisted Mass
• Identifying boosted hadronically decaying top quark using jet substructure in its center-of-mass frame
• Reducing the Top Quark Mass Uncertainty with Jet Grooming
• t-channel dark matter at the LHC -- a whitepaper
• A comparative study of jet substructure taggers
• Running bumps from stealth bosons
• Search for quasi-particle scattering in the quark-gluon plasma with jet splittings in pp and Pb$-$Pb collisions at $\sqrt{{\text{s}}_{\mathrm{NN}}}=5.02$ TeV
• Energy Correlators Beyond Angles
• Search for Z' bosons decaying to pairs of heavy Majorana neutrinos in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Jet splitting measurements in Pb--Pb and pp collisions at ${\sqrt{s}}_{\mathrm{NN}}=$ 5.02 TeV with ALICE
• Non-global logarithms up to four loops at finite-N${}_c$ for V/H+jet processes at hadron colliders
• Identifying Heavy-Flavor Jets Using Vectors of Locally Aggregated Descriptors
• Searching for supersymmetry scalelessly
• Search for light long-lived neutral particles from Higgs boson decays via vector-boson-fusion production from $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
• Studies of Quantum Chromodynamics at the LHC
• Exploring the Phase Space of Jet Splittings at ALICE using Grooming and Recursive Techniques
• Studies of granularity of a hadronic calorimeter for tens-of-TeV jets at a 100 TeV $pp$ collider
• Spectral Clustering for Jet Physics
• A search for bottom-type vector-like quark pair production in dileptonic and fully hadronic final states in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Heavy Flavour Jet Substructure
• Collider fingerprints of freeze-in dark matter produced during the fast expansion phase of Universe
• Fat $b$-Jet Analyses Using Old and New Clustering Algorithms in New Higgs Boson Searches at the LHC
• An Unorthodox Introduction to QCD
• Identification of a bottom quark-antiquark pair in a single jet with high transverse momentum and its application
• A Cautionary Tale of Mis-measured Tails from $q/g$ Bias
• Identifying the b quark inside a boosted hadronically decaying top quark using jet substructure in its center-of-mass frame
• Probing the two Higgs doublet wedge region with charged Higgs boson decays to boosted jets
• Jet observables and stops at 100 TeV collider
• Jet properties at high-multiplicity
• Measurements of Lund subjet multiplicities in 13 TeV proton-proton collisions with the ATLAS detector
• Jet physics in e+e- annihilation from 14 to 209 GeV
• A $W^{\pm }$ polarization analyzer from Deep Neural Networks
• Jet tagging in the Lund plane with graph networks
• Jumping into buckets, or How to decontaminate overlapping fat jets
• Investigating top tagging with Y${}_{\text{m}}$-Splitter and N-subjettiness
• Multivariable evolution in final state parton shower algorithms
• Top quark physics in the Large Hadron Collider era
• Top-Tagging at the Energy Frontier
• Constraining new resonant physics with top spin polarisation information
• Double parton scattering in four-jet events in pp collisions at 7 TeV with the ATLAS experiment at the LHC
• Analysis of exclusive $k_T$ jet algorithms in electron-positron annihilation
• PAIReD jet: A multi-pronged resonance tagging strategy across all Lorentz boosts
• Phenomenological study of the angle between jet axes in heavy-ion collisions
• The Time Substructure of Jets and Boosted Object Tagging
• Search for new resonances decaying to pairs of merged diphotons in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Analytical structure of k${}_t$ clustering to any order
• Constraints on standard model effective field theory for a Higgs boson produced in association with W or Z bosons in the H $\to \mathrm{b}\bar{\mathrm{b}}$ decay channel in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Medium-induced modification of groomed and ungroomed jet mass and angularities in Pb-Pb collisions at $\sqrt{s_{\mathrm{NN}}}=5.02$ TeV
• Search for Heavy Stops with Merged Top-Jets
• One-loop Electro-Weak Corrections to Three-jet Observables of b-quarks in e+e- Annihilations
• Comparisons of New Jet Clustering Algorithms for Hadron-Hadron Collisions
• Impact of scale, nuclear PDF and temperature variations on the interpretation of medium-modified jet production data from the LHC
• Recent progress in defining jets
• Dissecting new physics models through kinematic edges
• Angular observables for spin discrimination in boosted diboson final states
• The Georgi Algorithms of Jet Clustering
• J_{E_T}: A Global Jet Finding Algorithm
• Local charge compensation from colour preconfinement as a key to the dynamics of hadronization
• Boosted Higgs-pair production associated with large $E_T^{miss}$: a signal of $Z^{\prime }$
• Measurement of the groomed jet radius and momentum splitting fraction in pp and Pb$-$Pb collisions at $\sqrt{s_{\mathrm{NN}}}=5.02$ TeV
• Search for light neutral particles decaying promptly into collimated pairs of electrons or muons in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector
• Exact and Approximate Hierarchical Clustering Using A*
• Jet SIFT-ing: a new scale-invariant jet clustering algorithm for the substructure era
• Constricted SUSY from No-Scale F-SU(5): A "Blind Spot" for LHC Top Quark Reconstruction?
• Proton structure at the LHC
• Jet substructure measurements in heavy-ion collisions
• Deep Learning for the Classification of Quenched Jets
• Jet substructure measurements with ALICE
• Identifying a new particle with jet substructures
• Diphoton resonance at the ILC
• Sudakov evolution without unitarity
• Searching for New Physics in Hadronic Final States with Run 2 Proton-Proton Collision Data at the LHC
• Heavy Flavor Jet Substructure at Lepton Colliders
• First measurement of $b$-jet mass with and without grooming
• Search for Exotic Top Partners at sqrt(s) = 8 TeV
• Augmenting Collider Searches and Enhancing Discovery Potentials through Stochastic Jet Grooming
• The bulk Higgs in the Deformed RS Model
• Extended Scalar Sector and Fat Jets
• Jet physics in ALICE
• Quantum clustering and jet reconstruction at the LHC
• Dipole Splitting Algorithm -- A practical algorithm to use the dipole subtraction procedure --
• A background estimator for jet studies in p+p and A+A collisions
• Probing gauge-phobic heavy Higgs bosons at high energy hadron colliders
• Hemisphere mass up to four-loops with generalised $k_t$ algorithms
• Hierarchical clustering in particle physics through reinforcement learning
• Search for resonances decaying to an anomalous jet and a Higgs boson in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• $\text{history}$: A tool for fully-differential cross sections at next-to-next-to-leading order
• Jet substructure in neutral current deep inelastic e+p scattering at upcoming Electron-Ion Collider
• Unearthing the electroweak structure of warped 5D models
• Searching for single production of vectorlike quarks decaying into Wb at a future muon-proton collider
• Jet momentum reconstruction in the QGP background with machine learning
• Search for a heavy resonance decaying into a Z and a Higgs boson in events with an energetic jet and two electrons, two muons, or missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Measurement of the Lund jet plane in hadronic decays of top quarks and W bosons with the ATLAS detector
• Jet overlap in heavy ion collisions at LHC energies and its consequences on jet shape
• Jet transition values for the anti-$k_{\perp }$ algorithm
• Semi-Inclusive Jet Functions and Jet Substructure in $J_{E_T}^{(I)}$ and $J_{E_T}^{(II)}$ Algorithms
• The LHC searches for heavy neutral Higgs bosons by jet substructure analysis
• Jet Cross-Section Measurements In CMS
• Effective Field Theories for the LHC
• A Monte Carlo Study on the Dynamical Fluctuations Inside Quark and Antiquark Jets
• Tracking down hyper-boosted top quarks
• A method for correcting the substructure of multiprong jets using the Lund jet plane
• Observable Optimization for Precision Theory: Machine Learning Energy Correlators
• Monte Carlo Event Generators
• Grooming at the Cusp: All-Orders Predictions for the Transition Region of Jet Groomers
• Studying the QGP with Jets at the LHC and RHIC
• Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference
• Improved jet clustering algorithm with vertex information for multi-bottom final states
• Jet substructure of light and heavy flavor jets at RHIC
• Measurement of the jet mass in hadronic decays of boosted W bosons at 13 TeV and extraction of the W boson mass
• Displaced fat-jets and tracks to probe boosted right-handed neutrinos in the $U(1{)}_{B-L}$ model
• The analytic two-loop soft function for leading-jet $p_T$
• Seeing jets in heavy-ion collisions
• QCD resummation for high-p${}_T$ jet shapes at hadron colliders
• Dijet photoproduction at low $x$ at next-to-leading order and its back-to-back limit
• Search for dark matter produced in association with a Higgs boson decaying to bottom quarks in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Phenomenological studies of top-pair production at Next-to-Leading order
• Study on the method of mini-jet identification in relativistic heavy ion collisions
• Studies of the internal properties of jets and jet substructure with the ATLAS Detector
• Tagging the Higgs boson decay to bottom quarks with colour-sensitive observables and the Lund jet plane
• IRC-safe jet flavour at leading power
• The effect of recoils on soft-drop-groomed observables in $\gamma$-tagged jets in a multistage approach
• Structure of non-global logarithms with Cambridge/Aachen clustering
• Experimental Impact of Jet Fragmentation Reference Frames At Particle Colliders
• Testing charge-radius coupling of the composite Higgs boson at hadron colliders
• Jet masses for high p_T QCD jets at all orders
• Three Jet Events and New Strong Couplings at LEP and NLC
• Graph theory inspired anomaly detection at the LHC
• Searching for diboson resonances in the boosted all-hadronic final state at $\sqrt{\mathrm{s}}=13$ TeV with CMS
• Improving sensitivity of vectorlike top partner searches with jet substructure
• Energy Flow in Particle Collisions