Machine Learning at the Belle II Experiment The Full Event Interpretation and Its Validation on Belle Data /

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. T...

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Hlavní autor: Keck, Thomas (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Springer Theses, Recognizing Outstanding Ph.D. Research,
Témata:
Elementary particles (Physics).
Quantum field theory.
Artificial intelligence.
Sociophysics.
Econophysics.
Physical measurements.
Measurement .
ISBN:9783319982496
ISSN:2190-5053
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Obsah:
  • Introduction
  • From Belle to Belle II
  • Multivariate Analysis Algorithms
  • Full Event Interpretation
  • B tau mu
  • Conclusion.

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