Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables

This work is an extension of Monte Carlo simulation based studies in tagging boosted, hadronically decaying W bosons at a center of mass energy of s = 13 TeV. Two pre-processing techniques used with jet images, translation and rotation, are first examined. The generated jet images for W signal jets...

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Detalles Bibliográficos
Autor principal: Huynh, Lynn
Lenguaje:eng
Publicado: 2016
Materias:
Particle Physics - Experiment
Acceso en línea:http://cds.cern.ch/record/2209127
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author Huynh, Lynn
author_facet Huynh, Lynn
author_sort Huynh, Lynn
collection CERN
description This work is an extension of Monte Carlo simulation based studies in tagging boosted, hadronically decaying W bosons at a center of mass energy of s = 13 TeV. Two pre-processing techniques used with jet images, translation and rotation, are first examined. The generated jet images for W signal jets and QCD background jets are then rescaled and weighted with five different substructure variables for visual comparison.
id cern-2209127
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
record_format invenio
spelling cern-22091272019-09-30T06:29:59Zhttp://cds.cern.ch/record/2209127engHuynh, LynnPre-Processing and Re-Weighting Jet Images with Different Substructure VariablesParticle Physics - ExperimentThis work is an extension of Monte Carlo simulation based studies in tagging boosted, hadronically decaying W bosons at a center of mass energy of s = 13 TeV. Two pre-processing techniques used with jet images, translation and rotation, are first examined. The generated jet images for W signal jets and QCD background jets are then rescaled and weighted with five different substructure variables for visual comparison.CERN-STUDENTS-Note-2016-096oai:cds.cern.ch:22091272016-08-19
spellingShingle Particle Physics - Experiment
Huynh, Lynn
Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title_full Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title_fullStr Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title_full_unstemmed Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title_short Pre-Processing and Re-Weighting Jet Images with Different Substructure Variables
title_sort pre-processing and re-weighting jet images with different substructure variables
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2209127
work_keys_str_mv AT huynhlynn preprocessingandreweightingjetimageswithdifferentsubstructurevariables

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