Topological Data Analysis for Scientific Visualization

£119.50

Topological Data Analysis for Scientific Visualization

Discrete mathematics Topology Mathematical and statistical software Algorithms and data structures Maths for computer scientists Image processing Information visualization

Author: Julien Tierny

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Collection: Mathematics and Visualization

Language: English

Published by: Springer

Published on: 16th January 2018

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9783319715070


Combining theoretical and practical aspects of topology, this book provides a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data.

Theoretical concepts are presented in a painstaking but intuitive manner, with numerous high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in detail, and their application is carefully demonstrated in a chapter dedicated to concrete use cases.

With its fine balance between theory and practice, "Topological Data Analysis for Scientific Visualization" constitutes an appealing introduction to the increasingly important topic of topological data analysis for lecturers, students and researchers.

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