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Topological Data Analysis for Scientific Visualization

Topological Data Analysis for Scientific Visualization
Catalogue Information
Field name Details
Dewey Class 004
Title Topological Data Analysis for Scientific Visualization ([EBook]) / by Julien Tierny.
Author Tierny, Julien
Other name(s) SpringerLink (Online service)
Publication Cham : : Springer International Publishing : : Imprint: Springer, , 2017.
Physical Details XV, 150 p. 84 illus. in color. : online resource.
Series Mathematics and visualization 1612-3786
ISBN 9783319715070
Summary Note Combining theoretical and practical aspects of topology, this book delivers a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data. Theoretical concepts are presented in a thorough but intuitive manner, with many high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in details, and their application is carefully illustrated 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.:
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-3-319-71507-0
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