Topological Methods in Data Analysis and Visualization VI: Theory, Applications, and Software

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Ingrid Hotz Talha Bin Masood

Topological Methods in Data Analysis and Visualization VI

Theory, Applications, and Software

Ingrid Hotz, Talha Bin Masood, Filip Sadlo , Julien Tierny

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English

Springer Nature Switzerland AG
30 September 2022

Numerical analysis; Topology; Combinatorics & graph theory; Graphics programming; Information visualisation

Series: Mathematics and Visualization

Summary
Details

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.

Edited by: Ingrid Hotz, Talha Bin Masood, Filip Sadlo, Julien Tierny
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 2021 ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 593g
ISBN: 9783030835026
ISBN 10: 3030835022
Series: Mathematics and Visualization
Pages: 373
Publication Date: 30 September 2022
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active