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Heavy-flavour jet tagging studies
In this work, two approaches to the jet flavour tagging are studied using Monte Carlo simulated events with jets. First of them is the well established secondary vertex tagging with subsequent application of BDT method. The second studied approach to jet tagging is to use more sophisticated deep neu...
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| Lenguaje: | eng |
| Publicado: |
2018
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| Acceso en línea: | http://cds.cern.ch/record/2635969 |
| _version_ | 1780959851584684032 |
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| author | Bendova, Dagmar |
| author_facet | Bendova, Dagmar |
| author_sort | Bendova, Dagmar |
| collection | CERN |
| description | In this work, two approaches to the jet flavour tagging are studied using Monte Carlo simulated events with jets. First of them is the well established secondary vertex tagging with subsequent application of BDT method. The second studied approach to jet tagging is to use more sophisticated deep neural networks. |
| id | cern-2635969 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2018 |
| record_format | invenio |
| spelling | cern-26359692019-09-30T06:29:59Zhttp://cds.cern.ch/record/2635969engBendova, DagmarHeavy-flavour jet tagging studiesParticle Physics - ExperimentIn this work, two approaches to the jet flavour tagging are studied using Monte Carlo simulated events with jets. First of them is the well established secondary vertex tagging with subsequent application of BDT method. The second studied approach to jet tagging is to use more sophisticated deep neural networks.CERN-STUDENTS-Note-2018-066oai:cds.cern.ch:26359692018-08-24 |
| spellingShingle | Particle Physics - Experiment Bendova, Dagmar Heavy-flavour jet tagging studies |
| title | Heavy-flavour jet tagging studies |
| title_full | Heavy-flavour jet tagging studies |
| title_fullStr | Heavy-flavour jet tagging studies |
| title_full_unstemmed | Heavy-flavour jet tagging studies |
| title_short | Heavy-flavour jet tagging studies |
| title_sort | heavy-flavour jet tagging studies |
| topic | Particle Physics - Experiment |
| url | http://cds.cern.ch/record/2635969 |
| work_keys_str_mv | AT bendovadagmar heavyflavourjettaggingstudies |