Topological Methods in Data Analysis and Visualization VI

Topological Methods in Data Analysis and Visualization VI
Author: Ingrid Hotz
Publisher: Springer Nature
Total Pages: 372
Release: 2021-09-28
Genre: Mathematics
ISBN: 3030835006


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This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nyköping, Sweden. The workshop regularly gathers some of the world’s leading experts in this field. Thereby, it provides a forum for discussions on the latest advances in the field with a focus on finding practical solutions to open problems in topological data analysis for visualization. The contributions provide introductory and novel research articles including new concepts for the analysis of multivariate and time-dependent data, robust computational approaches for the extraction and approximations of topological structures with theoretical guarantees, and applications of topological scalar and vector field analysis for visualization. The applications span a wide range of scientific areas comprising climate science, material sciences, fluid dynamics, and astronomy. In addition, community efforts with respect to joint software development are reported and discussed.


Topological Methods in Data Analysis and Visualization VI
Language: en
Pages: 372
Authors: Ingrid Hotz
Categories: Mathematics
Type: BOOK - Published: 2021-09-28 - Publisher: Springer Nature

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This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nyköping, Sweden. The workshop regularly gathers some
Topological Methods in Data Analysis and Visualization
Language: en
Pages: 265
Authors: Valerio Pascucci
Categories: Mathematics
Type: BOOK - Published: 2010-11-23 - Publisher: Springer Science & Business Media

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Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, phy
Topological Data Analysis for Scientific Visualization
Language: en
Pages: 158
Authors: Julien Tierny
Categories: Mathematics
Type: BOOK - Published: 2018-01-16 - Publisher: Springer

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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 analy
Topological Methods in Data Analysis and Visualization V
Language: en
Pages: 264
Authors: Hamish Carr
Categories: Mathematics
Type: BOOK - Published: 2020-12-10 - Publisher: Springer Nature

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This collection of peer-reviewed workshop papers provides comprehensive coverage of cutting-edge research into topological approaches to data analysis and visua
Topological Methods in Data Analysis and Visualization III
Language: en
Pages: 276
Authors: Peer-Timo Bremer
Categories: Mathematics
Type: BOOK - Published: 2014-04-22 - Publisher: Springer Science & Business

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This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visua