Cargando…

Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger

High-precision measurements of the standard model as well as searches for new physics beyond the standard model require the statistical power of the High-Luminosity LHC. The CMS experiment will perform an upgrade of the Level-1 hardware trigger in order to take full advantage of the High-Luminosity...

Descripción completa

Detalles Bibliográficos
Autor principal: Radburn-smith, Benjamin Charles
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.414.0639
http://cds.cern.ch/record/2841568
_version_ 1780976189781835776
author Radburn-smith, Benjamin Charles
author_facet Radburn-smith, Benjamin Charles
author_sort Radburn-smith, Benjamin Charles
collection CERN
description High-precision measurements of the standard model as well as searches for new physics beyond the standard model require the statistical power of the High-Luminosity LHC. The CMS experiment will perform an upgrade of the Level-1 hardware trigger in order to take full advantage of the High-Luminosity LHC. This Phase-2 Level-1 Trigger will utilise, for the first time, tracking and high-granularity calorimeter information and employ sophisticated algorithms such as particle flow reconstruction and Machine Learning techniques. An overview of the design of the Phase-2 Level-1 Trigger, along with two recent Machine Learning algorithm highlights, and benchmark examples of the extension to physics acceptance is presented.
id cern-2841568
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
record_format invenio
spelling cern-28415682023-02-16T09:33:43Zdoi:10.22323/1.414.0639http://cds.cern.ch/record/2841568engRadburn-smith, Benjamin CharlesOverview of the HL-LHC Upgrade for the CMS Level-1 TriggerDetectors and Experimental TechniquesHigh-precision measurements of the standard model as well as searches for new physics beyond the standard model require the statistical power of the High-Luminosity LHC. The CMS experiment will perform an upgrade of the Level-1 hardware trigger in order to take full advantage of the High-Luminosity LHC. This Phase-2 Level-1 Trigger will utilise, for the first time, tracking and high-granularity calorimeter information and employ sophisticated algorithms such as particle flow reconstruction and Machine Learning techniques. An overview of the design of the Phase-2 Level-1 Trigger, along with two recent Machine Learning algorithm highlights, and benchmark examples of the extension to physics acceptance is presented.CMS-CR-2022-232oai:cds.cern.ch:28415682022-11-08
spellingShingle Detectors and Experimental Techniques
Radburn-smith, Benjamin Charles
Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title_full Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title_fullStr Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title_full_unstemmed Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title_short Overview of the HL-LHC Upgrade for the CMS Level-1 Trigger
title_sort overview of the hl-lhc upgrade for the cms level-1 trigger
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.22323/1.414.0639
http://cds.cern.ch/record/2841568
work_keys_str_mv AT radburnsmithbenjamincharles overviewofthehllhcupgradeforthecmslevel1trigger