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New Developments for Jet Substructure Reconstruction in CMS
We present Monte Carlo based studies showcasing several developments for jet substructure reconstruction in CMS. This include Quark/Gluon tagging algorithms using Boosted Decision Trees and Deep Neural Networks, the XCone jet clustering algorithm and the Boosted Event Shape Tagger (BEST).
| Autor principal: | |
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| Lenguaje: | eng |
| Publicado: |
2017
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2275226 |
| _version_ | 1780955123113000960 |
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| author | CMS Collaboration |
| author_facet | CMS Collaboration |
| author_sort | CMS Collaboration |
| collection | CERN |
| description | We present Monte Carlo based studies showcasing several developments for jet substructure reconstruction in CMS. This include Quark/Gluon tagging algorithms using Boosted Decision Trees and Deep Neural Networks, the XCone jet clustering algorithm and the Boosted Event Shape Tagger (BEST). |
| id | cern-2275226 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2017 |
| record_format | invenio |
| spelling | cern-22752262019-09-30T06:29:59Zhttp://cds.cern.ch/record/2275226engCMS CollaborationNew Developments for Jet Substructure Reconstruction in CMSDetectors and Experimental TechniquesWe present Monte Carlo based studies showcasing several developments for jet substructure reconstruction in CMS. This include Quark/Gluon tagging algorithms using Boosted Decision Trees and Deep Neural Networks, the XCone jet clustering algorithm and the Boosted Event Shape Tagger (BEST).CMS-DP-2017-027CERN-CMS-DP-2017-027oai:cds.cern.ch:22752262017-07-16 |
| spellingShingle | Detectors and Experimental Techniques CMS Collaboration New Developments for Jet Substructure Reconstruction in CMS |
| title | New Developments for Jet Substructure Reconstruction in CMS |
| title_full | New Developments for Jet Substructure Reconstruction in CMS |
| title_fullStr | New Developments for Jet Substructure Reconstruction in CMS |
| title_full_unstemmed | New Developments for Jet Substructure Reconstruction in CMS |
| title_short | New Developments for Jet Substructure Reconstruction in CMS |
| title_sort | new developments for jet substructure reconstruction in cms |
| topic | Detectors and Experimental Techniques |
| url | http://cds.cern.ch/record/2275226 |
| work_keys_str_mv | AT cmscollaboration newdevelopmentsforjetsubstructurereconstructionincms |