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Topological Data Analysis for Scientific Visualization : Mathematics and Visualization - Julien Tierny

Topological Data Analysis for Scientific Visualization

By: Julien Tierny

eText | 16 January 2018

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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.

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You Can Find This eBook In

Non-FictionMathematicsCombinatorics & Graph TheoryTopologyComputing & I.T.Computer ScienceArtificial IntelligenceComputer VisionComputer Programming & Software DevelopmentAlgorithms & Data StructuresDatabasesData Capture & Analysis
Business ApplicationsMathematical & Statistical SoftwareHuman-Computer InteractionInformation VisualisationImage Processing

Other Editions and Formats

Paperback

Published: 4th June 2019

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