Machine Learning at the Belle II Experiment

Machine Learning at the Belle II Experiment

The Full Event Interpretation and Its Validation on Belle Data

Keck, Thomas

Springer International Publishing AG

10/2018

174

Dura

Inglês

9783319982489

Pré-lançamento - envio 15 a 20 dias após a sua edição

This book explores how machine learning can be used to improve the efficiency of expensive fundamental science experiments. The first part introduces the Belle and Belle II experiments, providing a detailed description of the Belle to Belle II data conversion tool, currently used by many analysts.
Introduction.- From Belle to Belle II.- Multivariate Analysis Algorithms.- Full Event Interpretation.- B tau mu.- Conclusion.
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