24-28 February 2020
Budker Institute of Nuclear Physics
Asia/Novosibirsk timezone

Track finding with TMVA package for Muon g-2/EDM experiment at J-PARC

Not scheduled
20m
Budker Institute of Nuclear Physics

Budker Institute of Nuclear Physics

11, akademika Lavrentieva prospect, Novosibirsk, Russia
Board: 95
Poster Tracking and vertex detectors

Speaker

Mr Aleksandr Semenov (BINP)

Description

In this work we discuss the new way of the track finding procedure for g– 2/EDM experiment at J-PARC. This procedure implements the multivariate classification method on machine learning techniques with TMVA package and ROOT. The data from GEANT4 simulation are used for the training and testing the program. All simulated positron tracks were divided into three groups by the value of the transverse momentum for the better machine learning. Preliminary results of the new track finding method are presented.

Primary author

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