Topological Data Analysis for Scientific Visualization

By: Julien Tierny

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Hardcover | 29 January 2018

At a Glance

Hardcover
168 Pages

Dimensions(cm)
23.39 x 15.6 x 1.12

Hardcover

$233.71

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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.

Industry Reviews

"The book under review is built as a systematic textbook that pinpoints the elements of data visualization and offers the theoretical background for this task. ... The book is written in an accessible style, suitable for undergraduates and graduates alike, and only requires a minimal algorithmic background." (Irina Ioana Mohorianu, zbMATH 1387.00020, 2018)

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