Topological Methods in Data Analysis and Visualization VI

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Topological Methods in Data Analysis and Visualization VI

Theory, Applications, and Software

Topology Mathematical and statistical software Algorithms and data structures Graphics programming Mathematical theory of computation Information visualization

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Collection: Mathematics and Visualization

Language: English

Published by: Springer

Published on: 28th September 2021

Format: LCP-protected ePub

Size: 94 Mb

ISBN: 9783030835002


Workshop Background

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.

Content and Contributions

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.

Applications and Fields

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.

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