ENGLISH

Topological Data Analysis for Scientific Visualization

By Julien Tierny

Book information

Publisher
Springer
Year
2018
ISBN
9783319715070, 9783319715063, 3319715070
Language
english
Format
EPUB
Filesize
6 MB (5909817 bytes)
Pages
150\0
Library
SoftArchive
Time added
2023-11-08 15:25:22

Description

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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