Cargando…
Full Event Interpretation at Belle II
<!--HTML--><p>The Full Event Interpretation is an algorithm which applies supervised learning to the task of reconstructing tag-side B mesons at Belle II. In a hierarchal manner, the algorithm trains of order 200 Boosted Decision Trees, which are each tasked with the identification of in...
| Autor principal: | |
|---|---|
| Lenguaje: | eng |
| Publicado: |
2018
|
| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2646027 |
| _version_ | 1780960458933534720 |
|---|---|
| author | Sutcliffe, William Lawrence |
| author_facet | Sutcliffe, William Lawrence |
| author_sort | Sutcliffe, William Lawrence |
| collection | CERN |
| description | <!--HTML--><p>The Full Event Interpretation is an algorithm which applies supervised learning to the task of reconstructing tag-side B mesons at Belle II. In a hierarchal manner, the algorithm trains of order 200 Boosted Decision Trees, which are each tasked with the identification of individual particle decay channels within the decay chains of B mesons. This seminar presents the algorithm and recent efforts to quantify its performance on the Belle legacy dataset and the first Belle II data. In addition, a recent first analysis using the algorithm to search for B+→l+ nu gamma decays is presented.</p> |
| id | cern-2646027 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2018 |
| record_format | invenio |
| spelling | cern-26460272022-11-02T22:31:43Zhttp://cds.cern.ch/record/2646027engSutcliffe, William LawrenceFull Event Interpretation at Belle IIFull Event Interpretation at Belle IIEP-IT Data science seminars<!--HTML--><p>The Full Event Interpretation is an algorithm which applies supervised learning to the task of reconstructing tag-side B mesons at Belle II. In a hierarchal manner, the algorithm trains of order 200 Boosted Decision Trees, which are each tasked with the identification of individual particle decay channels within the decay chains of B mesons. This seminar presents the algorithm and recent efforts to quantify its performance on the Belle legacy dataset and the first Belle II data. In addition, a recent first analysis using the algorithm to search for B+→l+ nu gamma decays is presented.</p>oai:cds.cern.ch:26460272018 |
| spellingShingle | EP-IT Data science seminars Sutcliffe, William Lawrence Full Event Interpretation at Belle II |
| title | Full Event Interpretation at Belle II |
| title_full | Full Event Interpretation at Belle II |
| title_fullStr | Full Event Interpretation at Belle II |
| title_full_unstemmed | Full Event Interpretation at Belle II |
| title_short | Full Event Interpretation at Belle II |
| title_sort | full event interpretation at belle ii |
| topic | EP-IT Data science seminars |
| url | http://cds.cern.ch/record/2646027 |
| work_keys_str_mv | AT sutcliffewilliamlawrence fulleventinterpretationatbelleii |