Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project

The CMS collaboration is working on an ambitious upgrade project for the first stage of its online selection system: the Level-1 Trigger. The upgraded system will use powerful FPGA processors connected by a high-bandwidth network of optical fibers. The project aims to improve the energy resolution o...

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Detalles Bibliográficos
Autor principal: Kerner, Leon Joel
Lenguaje:eng
Publicado: 2022
Materias:
Detectors and Experimental Techniques
Acceso en línea:http://cds.cern.ch/record/2835156
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author Kerner, Leon Joel
author_facet Kerner, Leon Joel
author_sort Kerner, Leon Joel
collection CERN
description The CMS collaboration is working on an ambitious upgrade project for the first stage of its online selection system: the Level-1 Trigger. The upgraded system will use powerful FPGA processors connected by a high-bandwidth network of optical fibers. The project aims to improve the energy resolution of electron and photon objects reconstructed by the new system using multivariate/AI models running the inference step in the FPGA firmware.
id cern-2835156
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
record_format invenio
spelling cern-28351562022-10-01T20:49:36Zhttp://cds.cern.ch/record/2835156engKerner, Leon JoelEnergy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student ProjectDetectors and Experimental TechniquesThe CMS collaboration is working on an ambitious upgrade project for the first stage of its online selection system: the Level-1 Trigger. The upgraded system will use powerful FPGA processors connected by a high-bandwidth network of optical fibers. The project aims to improve the energy resolution of electron and photon objects reconstructed by the new system using multivariate/AI models running the inference step in the FPGA firmware.CERN-STUDENTS-Note-2022-179oai:cds.cern.ch:28351562022-09-30
spellingShingle Detectors and Experimental Techniques
Kerner, Leon Joel
Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title_full Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title_fullStr Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title_full_unstemmed Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title_short Energy regression for the online reconstruction of electrons and photon objects in the CMS Level-1 Trigger upgrade for HL-LHC Summer Student Project
title_sort energy regression for the online reconstruction of electrons and photon objects in the cms level-1 trigger upgrade for hl-lhc summer student project
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/2835156
work_keys_str_mv AT kernerleonjoel energyregressionfortheonlinereconstructionofelectronsandphotonobjectsinthecmslevel1triggerupgradeforhllhcsummerstudentproject

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