Deriving Jet Energy Corrections using 2012 Open Data

We developed a workflow that applies the mandatory levels of Jet Energy Corrections (JEC) to simulated data obtained from the CERN Open Data Portal. The workflow is based on code from the CMS JetMETAnalysis package and is designed to estimate jet energy calibrations with different jet algorithms and...

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Detalles Bibliográficos
Autores principales: Bustamante Lopez, Daniel Alejandro, Lange, Clemens, Lassila-Perini, Kati
Lenguaje:eng
Publicado: 2019
Materias:
Particle Physics - Experiment
Acceso en línea:http://cds.cern.ch/record/2686666
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author Bustamante Lopez, Daniel Alejandro
Lange, Clemens
Lassila-Perini, Kati
author_facet Bustamante Lopez, Daniel Alejandro
Lange, Clemens
Lassila-Perini, Kati
author_sort Bustamante Lopez, Daniel Alejandro
collection CERN
description We developed a workflow that applies the mandatory levels of Jet Energy Corrections (JEC) to simulated data obtained from the CERN Open Data Portal. The workflow is based on code from the CMS JetMETAnalysis package and is designed to estimate jet energy calibrations with different jet algorithms and using Monte Carlo truth information. It is verified that the transverse momenta (and therefore the energies) of the reconstructed jets are successfully corrected, yielding a jet response of (almost) 1 in different energy ranges.
id cern-2686666
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
record_format invenio
spelling cern-26866662019-09-30T06:29:59Zhttp://cds.cern.ch/record/2686666engBustamante Lopez, Daniel AlejandroLange, ClemensLassila-Perini, KatiDeriving Jet Energy Corrections using 2012 Open DataParticle Physics - ExperimentWe developed a workflow that applies the mandatory levels of Jet Energy Corrections (JEC) to simulated data obtained from the CERN Open Data Portal. The workflow is based on code from the CMS JetMETAnalysis package and is designed to estimate jet energy calibrations with different jet algorithms and using Monte Carlo truth information. It is verified that the transverse momenta (and therefore the energies) of the reconstructed jets are successfully corrected, yielding a jet response of (almost) 1 in different energy ranges.CERN-STUDENTS-Note-2019-055oai:cds.cern.ch:26866662019-08-15
spellingShingle Particle Physics - Experiment
Bustamante Lopez, Daniel Alejandro
Lange, Clemens
Lassila-Perini, Kati
Deriving Jet Energy Corrections using 2012 Open Data
title Deriving Jet Energy Corrections using 2012 Open Data
title_full Deriving Jet Energy Corrections using 2012 Open Data
title_fullStr Deriving Jet Energy Corrections using 2012 Open Data
title_full_unstemmed Deriving Jet Energy Corrections using 2012 Open Data
title_short Deriving Jet Energy Corrections using 2012 Open Data
title_sort deriving jet energy corrections using 2012 open data
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2686666
work_keys_str_mv AT bustamantelopezdanielalejandro derivingjetenergycorrectionsusing2012opendata
AT langeclemens derivingjetenergycorrectionsusing2012opendata
AT lassilaperinikati derivingjetenergycorrectionsusing2012opendata

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