Particle-level pileup subtraction for jets and jet shapes
arXiv:1403.3108 · doi:10.1007/JHEP06(2014)092
Abstract
We present an extension to the jet area-based pileup subtraction for both jet kinematics and jet shapes. A particle-level approach is explored whereby the jet constituents are corrected or removed using an extension of the methods currently being employed by the LHC experiments. Several jet shapes and nominal jet radii are used to assess the performance in simulated events with pileup levels equivalent to approximately 30 and 100 interactions per bunch crossing, which are characteristic of both the LHC Run I and Run II conditions. An improved performance in removing the pileup contributions is found when using the new subtraction method. The performance of the new procedure is also compared to other existing methods.
References in corpus (19)
- PYTHIA 6.4 Physics and Manual
- PYTHIA 6.2 Physics and Manual
- The anti-k_t jet clustering algorithm
- A Brief Introduction to PYTHIA 8.1
- FastJet user manual
- Dispelling the N^3 myth for the Kt jet-finder
- Better Jet Clustering Algorithms
- Jet substructure as a new Higgs search channel at the LHC
- Pileup subtraction using jet areas
- Identifying Boosted Objects with N-subjettiness
- Determination of Jet Energy Calibration and Transverse Momentum Resolution in CMS
- The Catchment Area of Jets
- Jet Trimming
- Boosted objects: a probe of beyond the Standard Model physics
- Determination of the Jet Energy Scale at the Collider Detector at Fermilab
- Quark and Gluon Tagging at the LHC
- Pileup subtraction for jet shapes
- An analysis of the influence of background subtraction and quenching on jet observables in heavy-ion collisions
- Jet Quenching at LHC
Cited by in corpus (72)
- Performance of pile-up mitigation techniques for jets in collisions at TeV using the ATLAS detector
- Pileup Per Particle Identification
- Jet Substructure at the Large Hadron Collider: Experimental Review
- Power Counting to Better Jet Observables
- Review of Jet Measurements in Heavy Ion Collisions
- 50 Years of Quantum Chromodynamics
- Neutralino Dark Matter at 14 and 100 TeV
- The ALICE experiment: a journey through QCD
- Factorization for groomed jet substructure beyond the next-to-leading logarithm
- The Lund Jet Plane
- Pileup Mitigation with Machine Learning (PUMML)
- SoftKiller, a particle-level pileup removal method
- Measurement of the splitting function in pp and PbPb collisions at 5.02 TeV
- Identification of boosted, hadronically decaying W bosons and comparisons with ATLAS data taken at TeV
- Jets from Jets: Re-clustering as a tool for large radius jet reconstruction and grooming at the LHC
- Boosting Higgs pair production in the final state with multivariate techniques
- First measurement of large area jet transverse momentum spectra in heavy-ion collisions
- Jet reconstruction at high-energy lepton colliders
- Measurement of the groomed jet mass in PbPb and pp collisions at 5.02 TeV
- Optimisation of large-radius jet reconstruction for the ATLAS detector in 13 TeV proton-proton collisions
- The Hidden Geometry of Particle Collisions
- Medium modification of the shape of small-radius jets in central Pb-Pb collisions at
- Dichroic subjettiness ratios to distinguish colour flows in boosted boson tagging
- Overview of high-density QCD studies with the CMS experiment at the LHC
- Mass depletion: a new parameter for quantitative jet modification
- Pileup and Underlying Event Mitigation with Iterative Constituent Subtraction
- Pileup mitigation at the LHC: a theorist's view
- QCD and Jets at Hadron Colliders
- Neutralinos in Vector Boson Fusion at High Energy Colliders
- Evidence for top quark production in nucleus-nucleus collisions
- In-medium modification of dijets in PbPb collisions at 5.02 TeV
- Identifying boosted new physics with non-isolated leptons
- Which Metric on the Space of Collider Events?
- Differential measurements of jet substructure and partonic energy loss in AuAu collisions at GeV
- Solving Key Challenges in Collider Physics with Foundation Models
- More light on Higgs flavor at the LHC: Higgs couplings to light quarks through production
- Learning to Identify Electrons
- On the use of charged-track information to subtract neutral pileup
- Invisible Higgs search through Vector Boson Fusion: A deep learning approach
- Top quark as a probe of heavy Majorana neutrino at the LHC and future collider
- Isolating perturbative QCD splittings in heavy-ion collisions
- Search for pair production of the heavy vectorlike top partner in same-sign dilepton signature at the HL-LHC
- Tagging boosted hadronic objects with dynamical grooming
- Fuzzy Jets
- First measurements of -subjettiness in central PbPb collisions at TeV
- Identifying quenched jets in heavy ion collisions with machine learning
- Semi-supervised Graph Neural Networks for Pileup Noise Removal
- New physics with boosted single top production at the LHC and future colliders
- Jet Timing
- Accuracy versus precision in boosted top tagging with the ATLAS detector
- Measurement of inclusive and leading subjet fragmentation in pp and Pb-Pb collisions at = 5.02 TeV
- Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming
- Probing a new decay of vector-like top partner mediated by heavy Majorana neutrino via single production
- Telescoping jet substructure
- Search for jet quenching with dijets from high-multiplicity pPb collisions at = 8.16 TeV
- Search for quasi-particle scattering in the quark-gluon plasma with jet splittings in pp and PbPb collisions at TeV
- Subtracted Cumulants: Mitigating Large Background in Jet Substructure
- Parameter space stability of multiple soft interactions
- A background estimator for jet studies in p+p and A+A collisions
- Probing vector-like top partner from same-sign dilepton events at the LHC
- Data-driven estimation of neutral pileup particle multiplicity in high-luminosity hadron collider environments
- Observation of the jet diffusion wake using dijets in heavy ion collisions
- Using pile-up collisions as an abundant source of low-energy hadronic physics processes in ATLAS and an extraction of the jet energy resolution
- Search for medium effects using jet axis decorrelation in inclusive jets from PbPb collisions at = 5.02 TeV
- Deep Image Reconstruction for Background Subtraction in Heavy-Ion Collisions
- OmniLearned: A Foundation Model Framework for All Tasks Involving Jet Physics
- Apples to Apples in Jet Quenching: robustness of Machine Learning classification of quenched jets to Underlying Event contamination
- Variational inference for pile-up removal at hadron colliders with diffusion models
- Pileup density estimate independent on jet multiplicity
- On the frequency distribution of neutral particles from low-energy strong interactions
- Improving topological cluster reconstruction using calorimeter cell timing in ATLAS
- Studying the QGP with Jets at the LHC and RHIC