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CMS 2011A Open Data | Jet Primary Dataset | pT > 375 GeV | MOD HDF5 Format

Name: CMS 2011A Open Data | Jet Primary Dataset | pT > 375 GeV | MOD HDF5 Format
Keywords: substructure, cms, jet, open data, lhc, physics, hep

Research datakeyboard_double_arrow_right Dataset 08 Aug 2019Publisher:Zenodo

Authors: Komiske, Patrick; Mastandrea, Radha; Metodiev, Eric; Naik, Preksha; Thaler, Jesse;

doi: 10.5281/zenodo.3340205 , 10.5281/zenodo.3340204

CMS 2011A Open Data | Jet Primary Dataset | pT > 375 GeV | MOD HDF5 Format

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Abstract

A dataset of 1,785,625 jets from the Jet Primary Dataset of the CMS 2011A Open Data reprocessed into the MOD HDF5 format. Jets are selected from the hardest two anti-kT R=0.5 jets in events passing the Jet300 High Level Trigger and are required to have \(p_T^\text{jet}>375\) GeV, where \(p_T^\text{jet}\) includes a jet energy correction factor. Particle Flow Candidates (PFCs) for each jet are provided and include information about the PFC kinematics, PDG ID, and vertex. Additionally, jets have metadata describing their kinematics and provenance in the original CMS AOD files. For additional details about the dataset, please see the accompanying paper, Exploring the Space of Jets with CMS Open Data. There, jets were further restricted to have \(|\eta^\text{jet}|<1.9\) to ensure tracking coverage and have "medium" quality to reject fake jets. The supported method for downloading, reading, and using this dataset is through the EnergyFlow Python package, which has additional documentation about how to read and use this and related datasets. Should any problems be encountered, please submit an issue on GitHub. There are corresponding datasets of simulated jets organized by hard parton \(\hat p_T\) also available on Zenodo: SIM/GEN QCD Jets 170-300 GeV SIM/GEN QCD Jets 300-470 GeV SIM/GEN QCD Jets 470-600 GeV SIM/GEN QCD Jets 600-800 GeV SIM/GEN QCD Jets 800-1000 GeV SIM/GEN QCD Jets 1000-1400 GeV SIM/GEN QCD Jets 1400-1800 GeV SIM/GEN QCD Jets 1800-\(\infty\) GeV

{"references": ["P. T. Komiske, E. M. Metodiev, EnergyFlow, https://energyflow.network."]}

Keywords

substructure, cms, jet, open data, lhc, physics, hep

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CMS 2011A Simulation | Pythia 6 QCD 300-470 | pT > 375 GeV | MOD HDF5 Format
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CMS 2011A Simulation | Pythia 6 QCD1800-inf | pT > 375 GeV | MOD HDF5 Format
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MBE grown short-period (Sim/Gen)N superlattices (SSLs) and its effect on the growth of uniform Si0.75Ge0.25/(SSLs)/Si(001) systems
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Growth of Si0.75Ge0.25 alloy layers grown on Si(001) substrates using step-graded short-period (Sim/Gen)N superlattices
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