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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...
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Lenguaje: | eng |
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2022
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Acceso en línea: | https://dx.doi.org/10.22323/1.414.0639 http://cds.cern.ch/record/2841568 |
_version_ | 1780976189781835776 |
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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 |