EP-IT Data science seminars

Full Event Interpretation at Belle II

by William Lawrence Sutcliffe (Karlsruhe Institute of Technology)

Europe/Zurich
500-1-001 - Main Auditorium (CERN)

500-1-001 - Main Auditorium

CERN

400
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Description

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.

Organized by

M. Girone, M. Elsing, L. Moneta, M. Pierini.......... Coffee will be served at 10h30

Webcast
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