Topological Data Analysis for Scientific Visualization

Topological Data Analysis for Scientific Visualization

Tierny, Julien

Springer International Publishing AG

01/2018

150

Dura

Inglês

9783319715063

15 a 20 dias

474

Descrição não disponível.
1. Introduction.- 2. Background: 2.1 Data representation.- 2.2 Topological abstractions.- 2.3 Algorithms and applications.- 3. Abstraction: 3.1 Efficient topological simplification of scalar fields.- 3.2 Efficient Reeb graph computation for volumetric meshes.- 4. Interaction: 4.1 Topological simplification of isosurfaces.- 4.2 Interactive editing of topological abstractions.- 5. Analysis: 5.1 Exploration of turbulent combustion simulations.- 5.2 Quantitative analysis of molecular interactions.- 6. Perspectives: 6.1 Emerging constraints.- 6.2 Emerging data types.- 7. Conclusion.
Topological Data Analysis;Scientific Visualization;Computational Topology;Morse Theory;Persistent Homology