Fat Jets for a Light Higgs

Abstract

At the LHC associated top quark and Higgs boson production with a Higgs decay to bottom quarks has long been a heavily disputed search channel. Recently, it has been found to not be viable. We show how it can be observed by tagging massive Higgs and top jets. For this purpose we construct boosted top and Higgs taggers for Standard Model processes in a complex QCD environment.

v1: 6 pages; v2: minimal changes in numerics, final result slightly improved

References in corpus (17)

• Jet substructure as a new Higgs search channel at the LHC
• Top-tagging: A Method for Identifying Boosted Hadronic Tops
• Strategies to Identify Boosted Tops
• Assault on the NLO Wishlist: pp -> tt bb
• NLO QCD corrections to pp -> t anti-t b anti-b + X at the LHC
• Next-to-leading order QCD corrections to t-tbar-Z production at the LHC
• Measuring the Higgs Sector
• Top Jets at the LHC
• Discovering baryon-number violating neutralino decays at the LHC
• Reconstructing Sparticle Mass Spectra using Hadronic Decays
• Using jet mass to discover vector quarks at the LHC
• Top-antitop and Top-top Resonances in the Dilepton Channel at the CERN LHC
• Searching for t-bar t Resonances at the Large Hadron Collider
• Grand Unification and Light Color-Octet Scalars at the LHC
• Higgs Boson Production in Association with a Photon in Vector Boson Fusion at the LHC
• Combined Electroweak Analysis
• A new analysis of PP --> bblvjj at the LHC: Higgs and W boson associated production with two tag jets

Cited by in corpus (258)

• Identifying Boosted Objects with N-subjettiness
• Soft Drop
• Jet Trimming
• Towards Jetography
• Energy Correlation Functions for Jet Substructure
• Maximizing Boosted Top Identification by Minimizing N-subjettiness
• Boosted objects: a probe of beyond the Standard Model physics
• Recombination Algorithms and Jet Substructure: Pruning as a Tool for Heavy Particle Searches
• Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks
• Handbook of LHC Higgs Cross Sections: 2. Differential Distributions
• Jet Substructure at the Large Hadron Collider: Experimental Review
• Stop Reconstruction with Tagged Tops
• Deep-learning Top Taggers or The End of QCD?
• Jet Shapes and Jet Algorithms in SCET
• Higgs self-coupling measurements at the LHC
• The Machine Learning Landscape of Top Taggers
• Strong Double Higgs Production at the LHC
• Boosted objects and jet substructure at the LHC
• Exploring the Higgs portal
• Dominant QCD Backgrounds in Higgs Boson Analyses at the LHC: A Study of pp -> t anti-t + 2 jets at Next-To-Leading Order
• Deep-learned Top Tagging with a Lorentz Layer
• Precision Measurements of Higgs Couplings: Implications for New Physics Scales
• NLO QCD corrections to top anti-top bottom anti-bottom production at the LHC: 2. full hadronic results
• New Angles on Energy Correlation Functions
• QCD NLO and EW NLO corrections to $t\bar{t}H$ production with top quark decays at hadron collider
• Scalar and pseudoscalar Higgs production in association with a top-antitop pair
• Jet-Images: Computer Vision Inspired Techniques for Jet Tagging
• Pileup subtraction for jet shapes
• A generic anti-QCD jet tagger
• QCD or What?
• Efficient Identification of Boosted Semileptonic Top Quarks at the LHC
• Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques
• Measuring Higgs Couplings from LHC Data
• Higgs characterisation at NLO in QCD: CP properties of the top-quark Yukawa interaction
• Mass Effects in the Higgs-Gluon Coupling: Boosted vs Off-Shell Production
• New Physics in LHC Higgs boson pair production
• Weak corrections to Higgs hadroproduction in association with a top-quark pair
• Performance of jet substructure techniques for large-R jets in proton-proton collisions at sqrt(s) = 7 TeV using the ATLAS detector
• Parton Shower Uncertainties in Jet Substructure Analyses with Deep Neural Networks
• Finding top quarks with shower deconstruction
• Finding physics signals with shower deconstruction
• Higgs Boson self-coupling measurements using ratios of cross sections
• Disentangling Higgs-Top Couplings in Associated Production
• Pulling Out All the Tops with Computer Vision and Deep Learning
• The Lund Jet Plane
• Di-Higgs final states augMT2ed -- selecting $hh$ events at the high luminosity LHC
• Scale-invariant resonance tagging in multijet events and new physics in Higgs pair production
• A Review of the Mass Measurement Techniques proposed for the Large Hadron Collider
• Uncovering latent jet substructure
• Performance of top-quark and $W$-boson tagging with ATLAS in Run 2 of the LHC
• Non-global logarithms and jet algorithms in high-pT jet shapes
• The MSSM Higgs sector at a high $M_{SUSY}$: reopening the low tan$\beta$ regime and heavy Higgs searches
• The fully differential decay rate of a Higgs boson to bottom-quarks at NNLO in QCD
• Boosting the Direct CP Measurement of the Higgs-Top Coupling
• Dark Matter from Minimal Flavor Violation
• Neutrino Jets from High-Mass $W_R$ Gauge Bosons in TeV-Scale Left-Right Symmetric Models
• On jet mass distributions in Z+jet and dijet processes at the LHC
• Lab-frame observables for probing the top-Higgs interaction
• Search for resonances decaying into top-quark pairs using fully hadronic decays in pp collisions with ATLAS at sqrt(s) = 7 TeV
• Template Overlap Method for Massive Jets
• Further on up the road: $hhjj$ production at the LHC
• Jet Substructure Without Trees
• Discovering the Higgs Boson in New Physics Events using Jet Substructure
• Combining subjet algorithms to enhance ZH detection at the LHC
• THE TOOLS AND MONTE CARLO WORKING GROUP Summary Report from the Les Houches 2009 Workshop on TeV Colliders
• Measuring Higgs Couplings at a Linear Collider
• In situ calibration of large-$R$ jet energy and mass in 13 TeV proton-proton collisions with the ATLAS detector
• W-jet Tagging: Optimizing the Identification of Boosted Hadronically-Decaying W Bosons
• Physics at a 100 TeV pp collider: Higgs and EW symmetry breaking studies
• Evasive Higgs Maneuvers at the LHC
• Probing natural SUSY from stop pair production at the LHC
• Heavy Higgs Bosons at 14 TeV and 100 TeV
• The Energy Distribution of Subjets and the Jet Shape
• A robust anomaly finder based on autoencoders
• Finding physics signals with event deconstruction
• Resolving the Higgs-Gluon Coupling with Jets
• ATLAS measurements of the properties of jets for boosted particle searches
• LHC Signatures of Warped-space Vectorlike Quarks
• Di-Higgs phenomenology: The forgotten channel
• Jet Substructure Studies with CMS Open Data
• Recursive Soft Drop
• A search for the standard model Higgs boson decaying to charm quarks
• Measuring Hidden Higgs and Strongly-Interacting Higgs Scenarios
• Jet Dipolarity: Top Tagging with Color Flow
• Higgs Physics: It ain't over till it's over
• Unravelling $t\bar{t}h$ via the matrix element method
• Measuring spin and CP from semi-hadronic ZZ decays using jet substructure
• Discovering Higgs Bosons of the MSSM using Jet Substructure
• Spin correlations in final-state parton showers and jet observables
• Disentangling Flavor Violation in the Top-Higgs Sector at the LHC
• Charged Higgs boson production in association with a top quark in MC@NLO
• How to Improve Top Tagging
• Pinning down top dipole moments with ultra-boosted tops
• Boosted Semileptonic Tops in Stop Decays
• Lund jet images from generative and cycle-consistent adversarial networks
• Stop searches in 2012
• Learning the latent structure of collider events
• Soft gluon resummation for associated $t\bar{t}H$ production at the LHC
• Phenomenology of Photon-Jets
• Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra
• Rest Frame Subjet Algorithm With SISCone Jet For Fully Hadronic Decaying Higgs Search
• Boosting Top Partner Searches in Composite Higgs Models
• Symmetries, Safety, and Self-Supervision
• NLO QCD corrections to top anti-top bottom anti-bottom production at the LHC
• Search for the Elusive Higgs Boson Using Jet Structure at LHC
• Tagging highly boosted top quarks
• New approach to identifying boosted hadronically-decaying particle using jet substructure in its center-of-mass frame
• $A_{FB}^t$ Meets LHC
• Electroweak and QCD corrections to top-pair hadroproduction in association with heavy bosons
• Non-Global Logarithms in Filtered Jet Algorithms
• Boosting Higgs discovery - the forgotten channel
• Jet Substructure and the Search for Neutral Spin-One Resonances in Electroweak Boson Channels
• Measuring the Top Yukawa Coupling at 100 TeV
• Higgs-Strahlung: Merging the NLO Drell-Yan and Loop-Induced 0+1 jet Multiplicities
• Building a Better Boosted Top Tagger
• Jets and QCD: A Historical Review of the Discovery of the Quark and Gluon Jets and its Impact on QCD
• Unleashing the full power of LHCb to probe Stealth New Physics
• Search for Higgs boson decay to a charm quark-antiquark pair in proton-proton collisions at $\sqrt{s}$ = 13 TeV
• Energy-weighted Message Passing: an infra-red and collinear safe graph neural network algorithm
• Identification of high transverse momentum top quarks in $pp$ collisions at $\sqrt{s}$ = 8 TeV with the ATLAS detector
• Searching for Heavy Charged Higgs Boson with Jet Substructure at the LHC
• Boosting Searches for Natural SUSY with RPV via Gluino Cascades
• Composite Octet Searches with Jet Substructure
• Measurement of the jet mass in highly boosted t t-bar events from pp collisions at sqrt(s) = 8 TeV
• Neural Network-based Top Tagger with Two-Point Energy Correlations and Geometry of Soft Emissions
• Measuring the Higgs-bottom coupling in weak boson fusion
• Direct Higgs-top CP-phase measurement with $t\bar{t}h$ at the 14 TeV LHC and 100 TeV FCC
• Higgs Discovery through Top-Partners using Jet Substructure
• Bounding the top Yukawa with Higgs-associated single-top production
• Jet Substructure by Accident
• Unburied Higgs
• Giving top quark effective operators a boost
• Reports of My Demise Are Greatly Exaggerated: $N$-subjettiness Taggers Take On Jet Images
• Boosting to identify: pseudoscalar searches with di-leptonic tops
• A top-squark hunter's guide
• Benchmarking an Even Better HEPTopTagger
• NLO QCD corrections to Higgs boson production in association with a top quark pair and a jet
• Baryon number violation at the LHC: the top option
• On the ratio of ttbb and ttjj cross sections at the CERN Large Hadron Collider
• Ditau-Jet Tagging and Boosted Higgses from a Multi-TeV Resonance
• $t\bar{t}b\bar{b}$ at the LHC: On the size of corrections and $b$-jet definitions
• Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case
• Machine Learning in High Energy Physics: A review of heavy-flavor jet tagging at the LHC
• Learning How to Count: A High Multiplicity Search for the LHC
• Implications of 98 GeV and 125 GeV Higgs scenario in non-decoupling SUSY with updated ATLAS, CMS and PLANCK data
• The other Higgses, at resonance, in the Lee-Wick extension of the Standard Model
• Signal for a light singlet scalar at the LHC
• A new tagger for hadronically decaying heavy particles at the LHC
• Cornering a Hyper Higgs: Angular Kinematics for Boosted Higgs Bosons with Top Pairs
• A fourth generation, anomalous like-sign dimuon charge asymmetry and the LHC
• Investigation of Monte Carlo Uncertainties on Higgs Boson searches using Jet Substructure
• Combine and Conquer: Event Reconstruction with Bayesian Ensemble Neural Networks
• Resolving Boosted Jets with XCone
• Buckets of Tops
• Buckets of Higgs and Tops
• Uncovering light scalars with exotic Higgs decays to bbmumu
• Structure of Fat Jets at the Tevatron and Beyond
• Augmenting the diboson excess for Run 2
• Boosted Multijet Resonances and New Color-Flow Variables
• CapsNets Continuing the Convolutional Quest
• Non-standard top substructure
• Determination of the CMSSM Parameters using Neural Networks
• Three-Prong Distribution of Massive Narrow QCD Jets
• The Higgs Boson in the Standard Model - From LEP to LHC: Expectations, Searches, and Discovery of a Candidate
• Search for Higgs Bosons in SUSY Cascade Decays and Neutralino Dark Matter
• MadMax, or Where Boosted Significances Come From
• Tracking New Physics at the LHC and beyond
• Next-to-leading order QCD corrections to Higgs production at a future lepton-proton collider
• Next-to-leading order QCD corrections to Higgs boson production in association with a photon via weak-boson fusion at the LHC
• The dependency of boosted tagging algorithms on the event colour structure
• Quantum-probabilistic Hamiltonian learning for generative modelling & anomaly detection
• Reconstructing boosted Higgs jets from event image segmentation
• Bi-Event Subtraction Technique at Hadron Colliders
• LHC searches for the CP-odd Higgs by the jet substructure analysis
• Probing Heavy Charged Higgs Boson at the LHC
• Towards Measuring the Stop Mixing Angle at the LHC
• Flavor in Minimal Conformal Technicolor
• Constraints on composite quark partners from Higgs searches
• Particle Convolution for High Energy Physics
• Heavy Squarks at the LHC
• Study of Baryonic R-Parity Violating MSSM Using Jet Substructure Technique at the 14 TeV LHC
• Hadronic $b^{\prime }$ search at the LHC with top and W taggers
• Tagging a mono-top signature in Natural SUSY
• 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
• Tagging single Tops
• Measuring the signal strength in ttH with H->bb
• Tagging Boosted Ws with Wavelets
• Boosted Top quark polarization
• The minimal stealth boson: models and benchmarks
• Optimal jet radius in kinematic dijet reconstruction
• Jet tagging made easy
• Electroweak Top Couplings, Partial Compositeness and Top Partner Searches
• Using Jet Substructure at the LHC to Search for the Light Higgs Bosons of the CP-Violating MSSM
• Implications of a New Light Scalar Near the Bottomonium Regime
• Measuring Top Squark Interactions With The Standard Model Through Associated Production
• A Light Scalar in Low-Scale Technicolor
• The mass area of jets
• On Statistical Aspects of Qjets
• HELAC-Onia 2.0: an upgraded matrix-element and event generator for heavy quarkonium physics
• Boosted Top Quarks and Jet Structure
• Discovery potential of Higgs boson pair production through 4$\ell$+$E/$ final states at a 100 TeV collider
• Higgs Physics: Theory
• Search for bottom squarks in the baryon-number violating MSSM
• Higgs boson coupling sensitivity at the LHC using H->tau tau decays
• Investigating the Quantum Properties of Jets and the Search for a Supersymmetric Top Quark Partner with the ATLAS Detector
• LHC Implications of the WIMP Miracle and Grand Unification
• Top tagging : an analytical perspective
• Multiple b-jets Reveal Top Super-partners and the 125 GeV Higgs
• Testing Naturalness
• Uncover Compressed Supersymmetry via Boosted Bosons from the Heavier Stop/Sbottom
• Jet Substructure Measurements of Interference in Non-Interfering SMEFT Effects
• Boosted top tagging and its interpretation using Shapley values
• A comparative study of jet substructure taggers
• Tagging Partially Reconstructed Objects with Jet Substructure
• Charged Higgs decay to $W^{\pm }H$ at a high energy lepton collider
• Status of the 98 - 125 GeV Higgs scenario with updated LHC-8 data
• Unveiling the Secrets of New Physics Through Top Quark Tagging
• Tracking the Identities of Boosted Particles
• Studies of Quantum Chromodynamics at the LHC
• A New Observable for Identifying Dijet Resonances
• Studies of high-transverse momentum jet substructure and top quarks produced in 1.96 TeV proton-antiproton collisions
• Searching for supersymmetry scalelessly
• Investigating top tagging with Y${}_{\text{m}}$-Splitter and N-subjettiness
• Evolution variable dependence of jet substructure
• A Cautionary Tale of Mis-measured Tails from $q/g$ Bias
• Search for W' bosons through decays to boosted-top and boosted-bottom jets
• SpartyJet 4.0 User's Manual
• Probing sub-TeV Higgsinos aided by a ML-based top tagger in the context of Trilinear RPV SUSY
• Multi-Lepton Signals of Top-Higgs Associated Production
• Constraining new resonant physics with top spin polarisation information
• Dissecting new physics models through kinematic edges
• Experimental Studies of Top Quark Production
• Top-philic Machine Learning
• Hollow cone sieve for top
• Top quark physics in the Large Hadron Collider era
• Constricted SUSY from No-Scale F-SU(5): A "Blind Spot" for LHC Top Quark Reconstruction?
• The HiggsTools Handbook: Concepts and observables for deciphering the Nature of the Higgs Sector
• Augmenting Collider Searches and Enhancing Discovery Potentials through Stochastic Jet Grooming
• Observability of s-channel Heavy Charged Higgs at LHC Using Top Tagging Technique
• Extended Scalar Sector and Fat Jets
• Anatomy of the $tthh$ Physics at HL-LHC
• Heavy neutral 2HDM Higgs Boson Pair Production at CLIC Energies
• Perturbative QCD for the LHC
• Tracking down hyper-boosted top quarks
• Phenomenological and theoretical developments in jet physics at the LHC
• The LHC searches for heavy neutral Higgs bosons by jet substructure analysis
• Hollow cone sieve for top tagging
• Higgs Physics at the Large Hadron Collider
• Flavor Violation in the Scalar Sector
• QCD resummation for high-p${}_T$ jet shapes at hadron colliders
• Jet Identification with Zest
• Directly Probing the Higgs-top Coupling at High Scales
• Differential top pair cross section and top anti-top plus jets Physics
• Inclusive production of X$\to b\bar{b}$ plus a recoil for the LHC Run-II
• Physics with boosted top quarks
• Production of t anti-t b anti-b at the LHC at NLO QCD