Machine Learning at the Belle II Experiment
Machine Learning at the Belle II Experiment:
The Full Event Interpretation and Its Validation on Belle Data (Springer Theses)
by Thomas Keck
English | 2018 | ISBN: 3319982486 | 174 Pages | PDF,EPUB | 21.29 MB
The Full Event Interpretation and Its Validation on Belle Data (Springer Theses)
by Thomas Keck
English | 2018 | ISBN: 3319982486 | 174 Pages | PDF,EPUB | 21.29 MB
This book explores how machine learning can be used to improve the efficiency of expensive fundamental science experiments.
The second part covers machine learning in high-energy physics, discussing the Belle II machine learning infrastructure and selected algorithms in detail. Furthermore, it examines several machine learning techniques that can be used to control and reduce systematic uncertainties.