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Classifying hadronic objects in ATLAS with ML/AI algorithms
Hadronic object reconstruction is one of the most promising settings for cutting-edge machine learning and artificial intelligence algorithms at the LHC. In this contribution, highlights of ML/AI applications by ATLAS to particle and boosted-object identification, and other tasks will be presented.
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| Lenguaje: | eng |
| Publicado: |
2023
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| Acceso en línea: | http://cds.cern.ch/record/2867982 |
| _version_ | 1780978190118813696 |
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| author | Sardain, Jad Mathieu |
| author_facet | Sardain, Jad Mathieu |
| author_sort | Sardain, Jad Mathieu |
| collection | CERN |
| description | Hadronic object reconstruction is one of the most promising settings for cutting-edge machine learning and artificial intelligence algorithms at the LHC. In this contribution, highlights of ML/AI applications by ATLAS to particle and boosted-object identification, and other tasks will be presented. |
| id | cern-2867982 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2023 |
| record_format | invenio |
| spelling | cern-28679822023-08-20T20:21:14Zhttp://cds.cern.ch/record/2867982engSardain, Jad MathieuClassifying hadronic objects in ATLAS with ML/AI algorithmsParticle Physics - ExperimentHadronic object reconstruction is one of the most promising settings for cutting-edge machine learning and artificial intelligence algorithms at the LHC. In this contribution, highlights of ML/AI applications by ATLAS to particle and boosted-object identification, and other tasks will be presented.ATL-PHYS-SLIDE-2023-352oai:cds.cern.ch:28679822023-08-20 |
| spellingShingle | Particle Physics - Experiment Sardain, Jad Mathieu Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title | Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title_full | Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title_fullStr | Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title_full_unstemmed | Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title_short | Classifying hadronic objects in ATLAS with ML/AI algorithms |
| title_sort | classifying hadronic objects in atlas with ml/ai algorithms |
| topic | Particle Physics - Experiment |
| url | http://cds.cern.ch/record/2867982 |
| work_keys_str_mv | AT sardainjadmathieu classifyinghadronicobjectsinatlaswithmlaialgorithms |