24-30 September 2018
Budva, Becici, "Splendid Hotel"
Europe/Podgorica timezone

Machine learning methods for cluster identification in pixel detectors

Not scheduled
25m
Budva, Becici, "Splendid Hotel"

Budva, Becici, "Splendid Hotel"

Speaker

Dr Sergei Kotov (JINR)

Description

Using machine learning methods, in particular various types of autoencoders, we try to perform identification of clusters, formed by different particles passing through a pixel detector. Particularly we analyze images from GaAsPix detectors installed in the ATLAS cavern.

Primary author

Dr Sergei Kotov (JINR)

Presentation Materials