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Anomaly Detection in the CMS Global Trigger Test Crate for Run 3
This DPS note shows the design, implementation, and performance of an ML-based trigger algorithm, AXOL1TL, which selects anomalous events in real-time. The AXOL1TL algorithm was implemented in Level-1 Global Trigger Test Crate for 2023 data taking.
| Autor principal: | |
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| Lenguaje: | eng |
| Publicado: |
2023
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2876546 |
| _version_ | 1780978948538105856 |
|---|---|
| author | CMS Collaboration |
| author_facet | CMS Collaboration |
| author_sort | CMS Collaboration |
| collection | CERN |
| description | This DPS note shows the design, implementation, and performance of an ML-based trigger algorithm, AXOL1TL, which selects anomalous events in real-time. The AXOL1TL algorithm was implemented in Level-1 Global Trigger Test Crate for 2023 data taking. |
| id | cern-2876546 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2023 |
| record_format | invenio |
| spelling | cern-28765462023-10-23T20:01:57Zhttp://cds.cern.ch/record/2876546engCMS CollaborationAnomaly Detection in the CMS Global Trigger Test Crate for Run 3Detectors and Experimental TechniquesThis DPS note shows the design, implementation, and performance of an ML-based trigger algorithm, AXOL1TL, which selects anomalous events in real-time. The AXOL1TL algorithm was implemented in Level-1 Global Trigger Test Crate for 2023 data taking.CMS-DP-2023-079CERN-CMS-DP-2023-079oai:cds.cern.ch:28765462023-10-04 |
| spellingShingle | Detectors and Experimental Techniques CMS Collaboration Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title | Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title_full | Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title_fullStr | Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title_full_unstemmed | Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title_short | Anomaly Detection in the CMS Global Trigger Test Crate for Run 3 |
| title_sort | anomaly detection in the cms global trigger test crate for run 3 |
| topic | Detectors and Experimental Techniques |
| url | http://cds.cern.ch/record/2876546 |
| work_keys_str_mv | AT cmscollaboration anomalydetectioninthecmsglobaltriggertestcrateforrun3 |