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Data Analysis Techniques for High-Energy Physics R. Fruhwirth (Austrian Academy of Sciences)

Data Analysis Techniques for High-Energy Physics By R. Fruhwirth (Austrian Academy of Sciences)

Data Analysis Techniques for High-Energy Physics by R. Fruhwirth (Austrian Academy of Sciences)


Summary

Now thoroughly revised and up-dated, this indispensable guide describes techniques for handling and analysing large and complex data samples obtained from high-energy and nuclear physics experiments. It includes pattern recognition techniques to group measurements into physically meaningful objects like particle tracks and methods of extracting maximum information from available measurements.

Data Analysis Techniques for High-Energy Physics Summary

Data Analysis Techniques for High-Energy Physics by R. Fruhwirth (Austrian Academy of Sciences)

Now thoroughly revised and up-dated, this book describes techniques for handling and analysing data obtained from high-energy and nuclear physics experiments. The observation of particle interactions involves the analysis of large and complex data samples. Beginning with a chapter on real-time data triggering and filtering, the book describes methods of selecting the relevant events from a sometimes huge background. The use of pattern recognition techniques to group the huge number of measurements into physically meaningful objects like particle tracks or showers is then examined and the track and vertex fitting methods necessary to extract the maximum amount of information from the available measurements are explained. The final chapter describes tools and methods which are useful to the experimenter in the physical interpretation and in the presentation of the results. This indispensable guide will appeal to graduate students, researchers and computer and electronic engineers involved with experimental physics.

Table of Contents

Preface; Abbreviations; Symbols; Intoduction; 1. Real-time data triggering and filtering; 2. Pattern recognition; 3. Track and vertex fitting; 4. Tools and concepts for data analysis; References; Index.

Additional information

NLS9780521635486
9780521635486
0521635489
Data Analysis Techniques for High-Energy Physics by R. Fruhwirth (Austrian Academy of Sciences)
New
Paperback
Cambridge University Press
2000-08-17
412
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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