Particle-flow reconstruction and global event description with the CMS detector
arXiv:1706.04965 · doi:10.1088/1748-0221/12/10/P10003
Abstract
The CMS apparatus was identified, a few years before the start of the LHC operation at CERN, to feature properties well suited to particle-flow (PF) reconstruction: a highly-segmented tracker, a fine-grained electromagnetic calorimeter, a hermetic hadron calorimeter, a strong magnetic field, and an excellent muon spectrometer. A fully-fledged PF reconstruction algorithm tuned to the CMS detector was therefore developed and has been consistently used in physics analyses for the first time at a hadron collider. For each collision, the comprehensive list of final-state particles identified and reconstructed by the algorithm provides a global event description that leads to unprecedented CMS performance for jet and hadronic tau decay reconstruction, missing transverse momentum determination, and electron and muon identification. This approach also allows particles from pileup interactions to be identified and enables efficient pileup mitigation methods. The data collected by CMS at a centre-of-mass energy of 8 TeV show excellent agreement with the simulation and confirm the superior PF performance at least up to an average of 20 pileup interactions.
arXiv commentReplaced with the published version. Added the journal reference and DOI. All the figures and tables can be found at http://cms-results.web.cern.ch/cms-results/public-results/publications/PRF-14-001 (CMS Public Pages)
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- Search for MSSM Higgs bosons decaying to in proton-proton collisions at 13 TeV
- Measurement of the electroweak production of Z and two jets in proton-proton collisions at 13 TeV and constraints on anomalous quartic gauge couplings
- Observation of lepton pair production in ultraperipheral lead-lead collisions at = 5.02 TeV
- Measurements of the W boson rapidity, helicity, double-differential cross sections, and charge asymmetry in pp collisions at 13 TeV
- Search for associated production of dark matter with a Higgs boson decaying to b b-bar or gamma-gamma at sqrt(s) = 13 TeV
- Search for supersymmetry with Higgs boson to diphoton decays using the razor variables at 13 TeV
- Charged-particle nuclear modification factors in XeXe collisions at = 5.44 TeV
- Search for a light charged Higgs boson decaying to a W boson and a CP-odd Higgs boson in final states with e or in proton-proton collisions at 13 TeV
- On the Use of Neural Networks for Energy Reconstruction in High-granularity Calorimeters
- Reconstructing particles in jets using set transformer and hypergraph prediction networks
- Search for associated production of a Higgs boson and a single top quark in proton-proton collisions at 13 TeV
- Search for Z resonances using leptonic and hadronic final states in proton-proton collisions at 13 TeV
- Measurement of the inclusive cross section in pp collisions at 5.02 TeV using final states with at least one charged lepton
- Search for heavy resonances decaying to a top quark and a bottom quark in the lepton+jets final state in proton-proton collisions at 13 TeV
- Search for black holes and sphalerons in high-multiplicity final states in proton-proton collisions at 13 TeV
- Search for dark matter particles produced in association with a Higgs boson in proton-proton collisions at 13 TeV
- Disentangling Quarks and Gluons with CMS Open Data
- Search for nonresonant pair production of highly energetic Higgs bosons decaying to bottom quarks
- Search for top quark partners with charge 5/3 in the same-sign dilepton and single-lepton final states in proton-proton collisions at 13 TeV
- Measurement of the underlying event activity in inclusive Z boson production in proton-proton collisions at 13 TeV
- Measurement of differential cross sections for Z boson pair production in association with jets at 8 and 13 TeV
- Measurement of differential cross sections and charge ratios for -channel single top quark production in proton-proton collisions at 13 TeV
- Search for black holes and other new phenomena in high-multiplicity final states in proton-proton collisions at sqrt(s) = 13 TeV
- Search for the associated production of a Higgs boson with a single top quark in proton-proton collisions at sqrt(s) = 8 TeV
- Measurement of CKM matrix elements in single top quark -channel production in proton-proton collisions at 13 TeV
- Search for single production of a vector-like T quark decaying to a top quark and a Z boson in the final state with jets and missing transverse momentum at 13 TeV
- Search for supersymmetry in events with at least one photon, missing transverse momentum, and large transverse event activity in proton-proton collisions at sqrt(s) = 13 TeV
- Measurement of the top quark forward-backward production asymmetry and the anomalous chromoelectric and chromomagnetic moments in pp collisions at 13 TeV
- Search for nonresonant Higgs boson pair production in the final state at 13 TeV
- Search for a heavy resonance decaying to a pair of vector bosons in the lepton plus merged jet final state at 13 TeV
- Search for supersymmetry in pp collisions at 13 TeV with 137 fb in final states with a single lepton using the sum of masses of large-radius jets
- Search for nonresonant Higgs boson pair production in final state with two bottom quarks and two tau leptons in proton-proton collisions at = 13 TeV
- Evidence for top quark production in nucleus-nucleus collisions
- Precision measurement of the W boson decay branching fractions in proton-proton collisions at 13 TeV
- Enriching the physics program of the CMS experiment via data scouting and data parking
- Search for new physics in final states with a single photon and missing transverse momentum in proton-proton collisions at 13 TeV
- Probing heavy Majorana neutrinos and the Weinberg operator through vector boson fusion processes in proton-proton collisions at = 13 TeV
- Vector boson scattering: Recent experimental and theory developments
- Search for flavor-changing neutral current interactions of the top quark and Higgs boson in final states with two photons in proton-proton collisions at 13 TeV
- Search for long-lived particles decaying to leptons with large impact parameter in proton-proton collisions at = 13 TeV
- Search for the production of WWW events at 13 TeV
- Search for top squarks in final states with two top quarks and several light-flavor jets in proton-proton collisions at 13 TeV
- Measurement of the cross section for production with additional jets and b jets in pp collisions at 13 TeV
- Studies of charm quark diffusion inside jets using PbPb and pp collisions at 5.02 TeV
- Study of the underlying event in top quark pair production in pp collisions at 13 TeV
- Search for a light pseudoscalar Higgs boson produced in association with bottom quarks in pp collisions at sqrt(s) = 8 TeV
- Search for new phenomena in final states with two opposite-charge, same-flavor leptons, jets, and missing transverse momentum in pp collisions at 13 TeV
- Search for supersymmetry in final states with photons and missing transverse momentum in proton-proton collisions at 13 TeV
- Model-agnostic search for dijet resonances with anomalous jet substructure in proton-proton collisions at = 13 TeV
- Comparing transverse momentum balance of b jet pairs in pp and PbPb collisions at 5.02 TeV
- Search for lepton flavour violating decays of a neutral heavy Higgs boson to and e in proton-proton collisions at 13 TeV
- Search for gauge-mediated supersymmetry in events with at least one photon and missing transverse momentum in pp collisions at 13 TeV
- Jet charge in high energy nuclear collisions
- Measurement of the top quark Yukawa coupling from kinematic distributions in the dilepton final state in proton-proton collisions at 13 TeV
- Search for long-lived particles decaying to jets with displaced vertices in proton-proton collisions at 13 TeV
- Search for heavy resonances decaying to WW, WZ, or WH boson pairs in a final state consisting of a lepton and a large-radius jet in proton-proton collisions at = 13 TeV
- In-medium modification of dijets in PbPb collisions at 5.02 TeV
- Search for low-mass dilepton resonances in Higgs boson decays to four-lepton final states in proton-proton collisions at 13 TeV
- Search for direct pair production of supersymmetric partners of leptons in the final state with two hadronically decaying leptons and missing transverse momentum in proton-proton collisions at = 13 TeV
- Search for new physics in the lepton plus missing transverse momentum final state in proton-proton collisions at 13 TeV
- Search for heavy resonances decaying into two Higgs bosons or into a Higgs boson and a W or Z boson in proton-proton collisions at 13 TeV
- Measurement of the differential production cross section as a function of the jet mass and extraction of the top quark mass in hadronic decays of boosted top quarks
- Measurement of the mass dependence of the transverse momentum of lepton pairs in Drell-Yan production in proton-proton collisions at = 13 TeV
- Search for dark matter particles produced in association with a top quark pair at 13 TeV
- A new calibration method for charm jet identification validated with proton-proton collision events at = 13 TeV
- Search for higgsino pair production in pp collisions at sqrt(s) = 13 TeV in final states with large missing transverse momentum and two Higgs bosons decaying via H to bb-bar
- Search for a low-mass resonance in association with a bottom quark in proton-proton collisions at 13 TeV
- Search for new physics in top quark production in dilepton final states in proton-proton collisions at 13 TeV
- Measurement of differential production cross sections using top quarks at large transverse momenta in pp collisions at 13 TeV
- Extracting the speed of sound in quark-gluon plasma with ultrarelativistic lead-lead collisions at the LHC
- CapsNets Continuing the Convolutional Quest
- Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders
- Search for physics beyond the standard model in events with high-momentum Higgs bosons and missing transverse momentum in proton-proton collisions at 13 TeV
- An embedding technique to determine backgrounds in proton-proton collision data
- Pile-Up Mitigation using Attention
- Combined search for electroweak production of winos, binos, higgsinos, and sleptons in proton-proton collisions at = 13 TeV
- Search for top squarks decaying via four-body or chargino-mediated modes in single-lepton final states in proton-proton collisions at 13 TeV
- Study of J/ meson production inside jets in pp collisions at 8 TeV
- Search for a heavy resonance decaying into a Z boson and a Z or W boson in 22q final states at 13 TeV
- Search for supersymmetry in events with at least three electrons or muons, jets, and missing transverse momentum in proton-proton collisions at 13 TeV
- Search for dark photons in decays of Higgs bosons produced in association with Z bosons in proton-proton collisions at 13 TeV
- Search for a heavy vector resonance decaying to a Z boson and a Higgs boson in proton-proton collisions at 13 TeV
- Search for dark photons in Higgs boson production via vector boson fusion in proton-proton collisions at 13 TeV
- Precision measurement of the structure of the CMS inner tracking system using nuclear interactions
- Measurement of electroweak production of a W boson in association with two jets in proton-proton collisions at 13 TeV
- Measurement of the associated production of a Z boson with charm or bottom quark jets in proton-proton collisions at 13 TeV
- The importance of calorimetry for highly-boosted jet substructure
- Search for the associated production of the Higgs boson and a vector boson in proton-proton collisions at 13 TeV via Higgs boson decays to leptons
- Search for supersymmetry in final states with disappearing tracks in proton-proton collisions at = 13 TeV
- Search for long-lived heavy neutral leptons decaying in the CMS muon detectors in proton-proton collisions at = 13 TeV
- Search for chargino-neutralino production in events with Higgs and W bosons using 137 fb of proton-proton collisions at 13 TeV
- Fragmentation of jets containing a prompt J meson in PbPb and pp collisions at 5.02 TeV
- Tracking Triggers for the HL-LHC
- Search for resonant pair production of Higgs bosons in the bbZZ channel in proton-proton collisions at 13 TeV
- Search for vector-like light-flavor quark partners in proton-proton collisions at 8 TeV
- Evidence for the associated production of a single top quark and a photon in proton-proton collisions at 13 TeV
- Search for supersymmetry in events with a photon, a lepton, and missing transverse momentum in proton-proton collisions at 13 TeV
- Machine Learning for Particle Flow Reconstruction at CMS
- A Method to Simultaneously Facilitate All Jet Physics Tasks
- Measurement of the cross section in pp collisions at 13 TeV and validation of lepton analysis techniques
- Search for resonances decaying to a pair of Higgs bosons in the final state in proton-proton collisions at 13 TeV
- Search for the lepton-flavor violating decay of the Higgs boson and additional Higgs bosons in the e final state in proton-proton collisions at = 13 TeV
- Search for -parity violating supersymmetry in pp collisions at 13 TeV using b jets in a final state with a single lepton, many jets, and high sum of large-radius jet masses
- Jet tagging algorithm of graph network with HaarPooling message passing
- Search for a massive scalar resonance decaying to a light scalar and a Higgs boson in the four b quarks final state with boosted topology
- Measurement of the top quark mass using events with a single reconstructed top quark in pp collisions at = 13 TeV
- Constraints on the initial state of PbPb collisions via measurements of Z boson yields and azimuthal anisotropy at 5.02 TeV
- Measurement of associated Z + charm production in proton-proton collisions at 8 TeV
- Searches for Higgs boson production through decays of heavy resonances
- Measurement of the W production cross section in proton-proton collisions at 13 TeV and constraints on effective field theory coefficients
- The Potential of a TeV-Scale Muon-Ion Collider
- Impact of Detector Simulation in Particle Physics Collider Experiments
- Search for a heavy composite Majorana neutrino in the final state with two leptons and two quarks at sqrt(s) = 13 TeV
- Constraints on the Higgs boson self-coupling from the combination of single and double Higgs boson production in proton-proton collisions at = 13 TeV
- Measurement of the top quark mass using a profile likelihood approach with the lepton+jets final states in proton-proton collisions at = 13 TeV
- Search for exotic Higgs boson decays H 4 with events containing two merged diphotons in proton-proton collisions at = 13 TeV
- Two-particle azimuthal correlations in p interactions using pPb collisions at = 8.16 TeV
- Search for the lepton flavor violating decay 3 in proton-proton collisions at 13 TeV
- Dependence of inclusive jet production on the anti- distance parameter in pp collisions at 13 TeV
- Search for supersymmetry using Higgs boson to diphoton decays at 13 TeV
- Search for resonances in the mass spectrum of muon pairs produced in association with b quark jets in proton-proton collisions at 8 and 13 TeV
- Azimuthal correlations for inclusive 2-jet, 3-jet, and 4-jet events in pp collisions at 13 TeV
- Search for supersymmetry in pp collisions at sqrt(s) = 13 TeV in the single-lepton final state using the sum of masses of large-radius jets
- Study of Drell-Yan dimuon production in proton-lead collisions at 8.16 TeV
- Measurement of the top quark Yukawa coupling from kinematic distributions in the lepton+jets final state in proton-proton collisions at 13 TeV
- Probing effective field theory operators in the associated production of top quarks with a Z boson in multilepton final states at 13 TeV
- Deep Learning Jet Image as a Probe of Light Higgsino Dark Matter at the LHC
- Search for supersymmetry in proton-proton collisions at 13 TeV in events with high-momentum Z bosons and missing transverse momentum
- Observation of enhanced long-range elliptic anisotropies inside high-multiplicity jets in pp collisions at = 13 TeV
- Inclusive and differential cross section measurements of single top quark production in association with a Z boson in proton-proton collisions at = 13 TeV
- 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 = 13 TeV
- Measurement of double-parton scattering in inclusive production of four jets with low transverse momentum in proton-proton collisions at = 13 TeV
- Search for a heavy resonance decaying to a top quark and a vector-like top quark in the lepton+jets final state in pp collisions at 13 TeV
- Event shape variables measured using multijet final states in proton-proton collisions at 13 TeV
- First measurement of the cross section for top quark pair production with additional charm jets using dileptonic final states in pp collisions at 13 TeV
- Search for pair production of excited top quarks in the lepton+jets final state
- Search for heavy resonances decaying into a vector boson and a Higgs boson in final states with charged leptons, neutrinos and b quarks at 13 TeV
- Search for W' bosons decaying to a top and a bottom quark at 13 TeV in the hadronic final state
- Measurement of the inclusive and differential Higgs boson production cross sections in the decay mode to a pair of leptons in pp collisions at = 13 TeV
- Search for pair-produced vector-like leptons in final states with third-generation leptons and at least three b quark jets in proton-proton collisions at = 13 TeV
- Search for supersymmetry with multiple charged leptons in proton-proton collisions at sqrt(s) = 13 TeV
- Measurement of W differential cross sections in proton-proton collisions at = 13 TeV and effective field theory constraints
- Search for the pair production of light top squarks in the e final state in proton-proton collisions at 13 TeV
- Search for supersymmetry in events with a photon, jets, b-jets, and missing transverse momentum in proton-proton collisions at 13 TeV
- Search for narrow resonances in the b-tagged dijet mass spectrum in proton-proton collisions at = 13 TeV
- Charm-quark Yukawa Coupling in at LHC
- Search for decays of the 125 GeV Higgs boson into a Z boson and a or meson
- Evidence for four-top quark production in proton-proton collisions at = 13 TeV
- Status of searches for electroweak-scale supersymmetry after LHC Run 2
- Search for heavy resonances decaying to ZZ or ZW and axion-like particles mediating nonresonant ZZ or ZH production at 13 TeV
- Constraints on anomalous Higgs boson couplings to vector bosons and fermions from the production of Higgs bosons using the final state
- Measurement of the Higgs boson mass and width using the four-lepton final state in proton-proton collisions at = 13 TeV
- Stairway to discovery: a report on the CMS programme of cross section measurements from millibarns to femtobarns
- Measurement of simplified template cross sections of the Higgs boson produced in association with W or Z bosons in the H decay channel in proton-proton collisions at = 13 TeV
- Search for the rare decay of the W boson into a pion and a photon in proton-proton collisions at 13 TeV
- Observation of WW production and search for H production in proton-proton collisions at = 13 TeV
- Search for a W' boson decaying to a vector-like quark and a top or bottom quark in the all-jets final state
- Measurement of b jet shapes in proton-proton collisions at 5.02 TeV
- Precision measurement of the Z boson invisible width in pp collisions at = 13 TeV
- Search for long-lived particles decaying in the CMS muon detectors in proton-proton collisions at = 13 TeV
- Search for excited leptons in final states in proton-proton collisions at 13 TeV
- Search for excited states of light and heavy flavor quarks in the +jet final state in proton-proton collisions at 13 TeV
- Measurement of the inclusive production cross section in proton-proton collisions at 5.02 TeV
- Search for a scalar or pseudoscalar dilepton resonance produced in association with a massive vector boson or top quark-antiquark pair in multilepton events at = 13 TeV
- Search for supersymmetry in events with one lepton and multiple jets exploiting the angular correlation between the lepton and the missing transverse momentum in proton-proton collisions at 13 TeV
- Measurement of the electroweak production of W in association with two jets in proton-proton collisions at = 13 TeV
- Search for production of a single vector-like quark decaying to tH or tZ in the all-hadronic final state in pp collisions at = 13 TeV
- Search for dark matter in events with a leptoquark and missing transverse momentum in proton-proton collisions at 13 TeV
- Search for W boson decays to three charged pions
- Hadron Collider Searches for Diboson Resonances
- Vector Bosons and Jets in Proton Collisions
- Sleptons without Hadrons
- Hard color-singlet exchange in dijet events in proton-proton collisions at 13 TeV
- Measurement of the top quark pair production cross section in dilepton final states containing one lepton in pp collisions at 13 TeV
- Fast convolutional neural networks for identifying long-lived particles in a high-granularity calorimeter
- Study of Z bosons plus jets events using variables sensitive to double-parton scattering in pp collisions at 13 TeV
- Measurement of single-diffractive dijet production in proton-proton collisions at 8 TeV with the CMS and TOTEM experiments
- Learning Tree Structures from Leaves For Particle Decay Reconstruction
- Measurement of differential cross sections for Z bosons produced in association with charm jets in pp collisions at 13 TeV
- Jets with electrons from boosted top quarks
- Ultrafast jet classification on FPGAs for the HL-LHC
- Measurement of differential cross sections in the kinematic angular variable for inclusive Z boson production in pp collisions at 8 TeV
- Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at = 13 TeV
- Search for heavy pseudoscalar and scalar bosons decaying to a top quark pair in proton-proton collisions at = 13 TeV
- Measurement of the Drell-Yan forward-backward asymmetry at high dilepton masses in proton-proton collisions at 13 TeV
- Search for Higgs boson and observation of Z boson through their decay into a charm quark-antiquark pair in boosted topologies in proton-proton collisions at = 13 TeV
- Semi-supervised Graph Neural Networks for Pileup Noise Removal
- Optimising longitudinal and lateral calorimeter granularity for software compensation in hadronic showers using deep neural networks
- Inclusive search for supersymmetry in pp collisions at 13 TeV using razor variables and boosted object identification in zero and one lepton final states
- Observation of tW production in the single-lepton channel in pp collisions at = 13 TeV
- Bias and Priors in Machine Learning Calibrations for High Energy Physics
- Search for pair-produced three-jet resonances in proton-proton collisions at 13 TeV
- Search for high-mass exclusive diphoton production with tagged protons in proton-proton collisions at = 13 TeV
- Search for exotic decays of the Higgs boson to a pair of pseudoscalars in the bb and bb final states
- Highlights and Perspectives from the CMS Experiment
- Search for a heavy resonance decaying to a top quark and a W boson at 13 TeV in the fully hadronic final state
- Measurements of the electroweak diboson production cross sections in proton-proton collisions at 5.02 TeV using leptonic decays
- Search for heavy resonances decaying to a pair of Lorentz-boosted Higgs bosons in final states with leptons and a bottom quark pair at 13 TeV
- Jet Timing
- Track clustering with a quantum annealer for primary vertex reconstruction at hadron colliders
- Study of dijet events with large rapidity separation in proton-proton collisions at 2.76 TeV
- Measurement of the production cross section for Z + b jets in proton-proton collisions at 13 TeV
- Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector
- Azimuthal correlations within exclusive dijets with large momentum transfer in photon-lead collisions
- Centrality and pseudorapidity dependence of the transverse energy density in pPb collisions at 5.02 TeV
- Pileup mitigation at the Large Hadron Collider with Graph Neural Networks
- Review of top quark mass measurements in CMS
- Performance of the CMS electromagnetic calorimeter in pp collisions at = 13 TeV
- Search for inelastic dark matter in events with two displaced muons and missing transverse momentum in proton-proton collisions at = 13 TeV
- Constraints on anomalous Higgs boson couplings from its production and decay using the WW channel in proton-proton collisions at = 13 TeV
- Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors
- Measurement of the production cross section for a W boson in association with a charm quark in proton-proton collisions at = 13 TeV
- Search for resonant production of second-generation sleptons with same-sign dimuon events in proton-proton collisions at 13 TeV
- Luminosity determination using Z boson production at the CMS experiment
- Measurements of azimuthal anisotropy of nonprompt D mesons in PbPb collisions at = 5.02 TeV
- Azimuthal separation in nearly back-to-back jet topologies in inclusive 2- and 3-jet events in pp collisions at 13 TeV
- Measurement of the Drell-Yan forward-backward asymmetry and of the effective leptonic weak mixing angle in proton-proton collisions at = 13 TeV
- Evidence for light-by-light scattering in ultraperipheral PbPb collisions at = 5.02 TeV
- Measurements of triple-differential cross sections for inclusive isolated-photon+jet events in pp collisions at 8 TeV
- Calibration of the CMS hadron calorimeters using proton-proton collision data at 13 TeV
- Search for medium effects using jets from bottom quarks in PbPb collisions at = 5.02 TeV
- Search for the Higgs boson decay to a pair of electrons in proton-proton collisions at = 13 TeV
- Searches for pair-produced multijet resonances using data scouting in proton-proton collisions at = 13 TeV
- Search for narrow H resonances in proton-proton collisions at 13 TeV
- Uncovering tau leptons-enriched semi-visible jets at the LHC
- Search for new physics using effective field theory in 13 TeV pp collision events that contain a top quark pair and a boosted Z or Higgs boson
- Search for soft unclustered energy patterns in proton-proton collisions at 13 TeV
- Observation of same-sign WW production from double parton scattering in proton-proton collisions at = 13 TeV
- Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
- Perspectives and Outlook from HEP Window on the Universe
- Optimal transport for a novel event description at hadron colliders
- High-precision measurement of the W boson mass with the CMS experiment
- Observation of double J/ meson production in pPb collisions at = 8.16 TeV
- Higgs and top physics reconstruction challenges and opportunities at FCC-ee
- Search for new particles in an extended Higgs sector with four b quarks in the final state at 13 TeV
- Observation of electroweak WW pair production in association with two jets in proton-proton collisions at = 13 TeV
- A search for new physics in central exclusive production using the missing mass technique with the CMS detector and the CMS-TOTEM precision proton spectrometer
- Search for new Higgs bosons via same-sign top quark pair production in association with a jet in proton-proton collisions at = 13 TeV
- Portable acceleration of CMS computing workflows with coprocessors as a service
- Searches for violation of Lorentz invariance in top quark pair production using dilepton events in 13 TeV proton-proton collisions
- Search for an excited lepton that decays via a contact interaction to a lepton and two jets in proton-proton collisions at 13 TeV
- Data Scouting : A New Trigger Paradigm
- A search for bottom-type vector-like quark pair production in dileptonic and fully hadronic final states in proton-proton collisions at = 13 TeV
- A rotation-equivariant graph neural network for learning hadronic SMEFT effects
- Performance of heavy-flavour jet identification in Lorentz-boosted topologies in proton-proton collisions at = 13 TeV
- Refinable modeling for unbinned SMEFT analyses
- Measurement of inclusive and differential cross sections for WW production in proton-proton collisions at = 13.6 TeV
- Moment Unfolding
- Measurements of angular distance and momentum ratio distributions in three-jet and Z + two-jet final states in pp collisions
- Search for baryon number violation in top quark production and decay using proton-proton collisions at = 13 TeV
- End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data
- Measurement of differential cross sections for the production of a Z boson in association with jets in proton-proton collisions at = 13 TeV
- Deep learning techniques for energy clustering in the CMS ECAL
- Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at = 13 TeV
- Probing gluon fluctuations in nuclei with the first energy-dependent measurement of incoherent J/ photoproduction in ultraperipheral PbPb collisions
- Search for strongly interacting massive particles generating trackless jets in proton-proton collisions at 13 TeV
- Azimuthal correlations in Z+jets events in proton-proton collisions at = 13 TeV
- Search for flavor-changing neutral current interactions of the top quark mediated by a Higgs boson in proton-proton collisions at 13 TeV
- Observation of WZ production and constraints on new physics scenarios in proton-proton collisions at = 13 TeV
- Triggering Dark Showers with Conditional Dual Auto-Encoders
- Test of lepton flavor universality in semileptonic B meson decays in proton-proton collisions at = 13 TeV
- Study of dijet events with a large rapidity gap between the two leading jets in pp collisions at = 7 TeV
- Measurement of the charge asymmetry in events with highly Lorentz-boosted top quarks in pp collisions at = 13 TeV
- Search for an exotic decay of the Higgs boson into a Z boson and a pseudoscalar particle in proton-proton collisions at = 13 TeV
- Identification of additional jets in the t-tbar b-bbar events using a deep neural network
- Search for pair-produced resonances each decaying into at least four quarks in proton-proton collisions at 13 TeV
- One-to-one correspondence reconstruction at the electron-positron Higgs factory
- Search for pair production of scalar and vector leptoquarks decaying to muons and bottom quarks in proton-proton collisions at = 13 TeV
- Measurement of the Z boson differential production cross section using its invisible decay mode (Z ) in proton-proton collisions at 13 TeV
- Search for pair production of heavy particles decaying to a top quark and a gluon in the lepton+jets final state in proton-proton collisions at = 13 TeV
- Measurement of WWZ and ZH production cross sections at = 13 and 13.6 TeV
- Observation of the charged-particle multiplicity dependence of in pPb collisions at 8.16 TeV
- Measurement of multijet azimuthal correlations and determination of the strong coupling in proton-proton collisions at = 13 TeV
- Performance of CMS muon reconstruction from proton-proton to heavy ion collisions
- Evidence for tWZ production in proton-proton collisions at = 13 TeV in multilepton final states
- Measurements of jet multiplicity and jet transverse momentum in multijet events in proton-proton collisions at = 13 TeV
- Study of WH production through vector boson scattering and extraction of the relative sign of the W and Z couplings to the Higgs boson in proton-proton collisions at = 13 TeV
- Search for new resonances decaying to pairs of merged diphotons in proton-proton collisions at = 13 TeV
- Search for high-mass resonances decaying to a jet and a Lorentz-boosted resonance in proton-proton collisions at 13 TeV
- Jet energy calibration with deep learning as a Kubeflow pipeline
- Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
- Search for nuclear modifications of B meson production in pPb collisions at = 8.16 TeV
- Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
- Search for a heavy composite Majorana neutrino in events with dilepton signatures from proton-proton collisions at = 13 TeV
- Search for top squark pair production in a final state with two tau leptons in proton-proton collisions at 13 TeV
- Search for resonances decaying to three W bosons in proton-proton collisions at 13 TeV
- Search for narrow trijet resonances in proton-proton collisions at = 13 TeV
- Search for W resonances in proton-proton collisions at 13 TeV using hadronic decays of Lorentz-boosted W bosons
- Search for scalar leptoquarks produced via -lepton-quark scattering in pp collisions at = 13 TeV
- Search for resonances decaying to three W bosons in the hadronic final state in proton-proton collisions at 13 TeV
- Search for ZZ and ZH production in the final state using proton-proton collisions at = 13 TeV
- Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders
- Simultaneous probe of the charm and bottom quark Yukawa couplings using H events
- Measurement of the production cross section of a Higgs boson with large transverse momentum in its decays to a pair of leptons in proton-proton collisions at = 13 TeV
- LHC Hadronic Jet Generation Using Convolutional Variational Autoencoders with Normalizing Flows
- Measurement of the ratio of the B J/ and B J/ branching fractions using three-prong lepton decays
- The CMS HGCAL detector for HL-LHC upgrade
- Searching for New Physics in Hadronic Final States with Run 2 Proton-Proton Collision Data at the LHC
- Tensor Network for Anomaly Detection in the Latent Space of Proton Collision Events at the LHC
- Measurements of the differential cross sections of the production of Z + jets and + jets and of Z boson emission collinear with a jet in pp collisions at 13 TeV
- Search for rare decays of the Z and Higgs bosons to a J/ or (2S) meson and a photon in proton-proton collisions at = 13 TeV
- First measurement of the forward rapidity gap distribution in pPb collisions at = 8.16 TeV
- Search for light Higgs bosons from supersymmetric cascade decays in pp collisions at = 13 TeV
- First evidence for mixing-induced violation in B J/(1020) decays in pp collisions at 13 TeV
- Search for charged-lepton flavor violation in the production and decay of top quarks using trilepton final states in proton-proton collisions at = 13 TeV
- CMS precision timing physics impact for the HL-LHC upgrade
- Measurement of D meson photoproduction in ultraperipheral heavy ion collisions
- Combined search for supersymmetry with photons in proton-proton collisions at 13 TeV
- Measurement of the inclusive and differential cross sections in the single-lepton channel and EFT interpretation at = 13 TeV
- Search for the Higgs boson decays to a , , or K meson and a photon in proton-proton collisions at = 13 TeV
- Transformers for Charged Particle Track Reconstruction in High Energy Physics
- Determination of the strong coupling and its running from measurements of inclusive jet production
- Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector
- Search for H production and constraints on the Yukawa couplings of light quarks to the Higgs boson
- Development of systematic uncertainty-aware neural network trainings for binned-likelihood analyses at the LHC
- Hadron Identification Prospects With Granular Calorimeters
- Search for the rare decay D in proton-proton collisions at = 13.6 TeV
- Search for charged lepton flavor violating Z and Z' boson decays in proton-proton collisions at = 13 TeV
- General search for supersymmetric particles in scenarios with compressed mass spectra using proton-proton collisions at = 13 TeV
- Search for b hadron decays to long-lived particles in the CMS endcap muon detectors
- First exclusive reconstruction of the B, B, and B mesons and precise measurement of their masses
- Search for resonances decaying to an anomalous jet and a Higgs boson in proton-proton collisions at = 13 TeV
- Wasserstein normalized autoencoder for anomaly detection
- Learning New Physics from an Imperfect Machine
- Characterization of the quantum state of top quark pairs produced in proton-proton collisions at = 13 TeV using the beam and helicity bases
- Observation of the jet diffusion wake using dijets in heavy ion collisions
- Identification of tau leptons using a convolutional neural network with domain adaptation
- Search for heavy resonances decaying to Z()V(qq') in proton-proton collisions at 13 TeV
- Image-Based Jet Analysis
- Search for flavor changing neutral current interactions of the top quark in final states with a photon and additional jets in proton-proton collisions at = 13 TeV
- Reconstruction of overlapping electromagnetic showers in calorimeters using Transformers
- Evidence of ZZ production and observation of in proton-proton collisions at = 13 TeV
- Studying the QGP with Jets at the LHC and RHIC
- High-level hadronic tau lepton triggers of the CMS experiment in proton-proton collisions at = 13.6 TeV
- Explaining machine-learned particle-flow reconstruction
- Search for the Z boson decay to in proton-proton collisions at = 13 TeV
- Search for Higgsinos in final states with low-momentum lepton-track pairs at 13 TeV
- Observation of tWZ production at the CMS experiment
- SiPM Dynamic Range for CEPC Scintillator-based Electromagnetic Calorimeter
- DeepMET: Improving missing transverse momentum estimation with a deep neural network
- Improving sensitivity of vectorlike top partner searches with jet substructure
- Search for the production of dark fermion candidates in association with heavy neutral gauge boson decaying to dimuon in proton-proton collisions at TeV using the CMS open data
- A FAIR and AI-ready Higgs boson decay dataset
- Reconstruction of electromagnetic showers in calorimeters using Deep Learning
- Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images
- Measurement of event shapes in minimum-bias events from proton-proton collisions at = 13 TeV
- Search for natural supersymmetry in events with top quark pairs and photons in pp collisions at 8 TeV
- Precision Timing with the CMS MIP detector
- Search for new physics in jet multiplicity patterns of multilepton events at = 13 TeV
- Search for a neutral gauge boson with nonuniversal fermion couplings in vector boson fusion processes in proton-proton collisions at = 13 TeV
- Measurement of the W boson decay branching fraction ratio (W cq) / (W ) in proton-proton collisions at = 13 TeV
- Search for heavy neutral resonances decaying to tau lepton pairs in proton-proton collisions at = 13 TeV
- Search for bottom quark associated production of the standard model Higgs boson in final states with leptons in proton-proton collisions at = 13 TeV
- Measurement of the Higgs boson total decay width using the H WW e decay channel in proton-proton collisions at = 13 TeV
- Search for dark matter produced in association with a Higgs boson decaying to bottom quarks in proton-proton collisions at = 13 TeV
- Search for pair production of heavy resonances in final states with a photon and large-radius jets in proton-proton collisions at = 13 TeV
- Measurement of B meson production fraction ratios in proton-proton collisions at = 13 TeV using open-charm and charmonium decays
- Search for physics beyond the standard model in events with overlapping photons and jets