Scalar field comparison with topological descriptors: Properties and applications for scientific visualization

L Yan, TB Masood, R Sridharamurthy… - Computer Graphics …, 2021 - Wiley Online Library
In topological data analysis and visualization, topological descriptors such as persistence
diagrams, merge trees, contour trees, Reeb graphs, and Morse–Smale complexes play an …

A survey of topology‐based methods in visualization

C Heine, H Leitte, M Hlawitschka… - Computer Graphics …, 2016 - Wiley Online Library
This paper presents the state of the art in the area of topology‐based visualization. It
describes the process and results of an extensive annotation for generating a definition and …

Two-dimensional time-dependent vortex regions based on the acceleration magnitude

J Kasten, J Reininghaus, I Hotz… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Acceleration is a fundamental quantity of flow fields that captures Galilean invariant
properties of particle motion. Considering the magnitude of this field, minima represent …

In situ eddy analysis in a high-resolution ocean climate model

J Woodring, M Petersen, A Schmeißer… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
An eddy is a feature associated with a rotating body of fluid, surrounded by a ring of
shearing fluid. In the ocean, eddies are 10 to 150 km in diameter, are spawned by boundary …

Adaptive extraction and quantification of geophysical vortices

S Williams, M Petersen, PT Bremer… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We consider the problem of extracting discrete two-dimensional vortices from a turbulent
flow. In our approach we use a reference model describing the expected physics and …

Joint contour nets

H Carr, D Duke - IEEE Transactions on Visualization and …, 2013 - ieeexplore.ieee.org
Contour Trees and Reeb Graphs are firmly embedded in scientific visualization for analysing
univariate (scalar) fields. We generalize this analysis to multivariate fields with a data …

Graphs in scientific visualization: A survey

C Wang, J Tao - Computer Graphics Forum, 2017 - Wiley Online Library
Graphs represent general node‐link diagrams and have long been utilized in scientific
visualization for data organization and management. However, using graphs as a visual …

Multivariate spatial data visualization: a survey

X He, Y Tao, Q Wang, H Lin - Journal of visualization, 2019 - Springer
Multivariate spatial data play an important role in computational science and engineering
simulations. The potential features and hidden relationships in multivariate data can assist …

Extended branch decomposition graphs: Structural comparison of scalar data

H Saikia, HP Seidel, T Weinkauf - Computer Graphics Forum, 2014 - Wiley Online Library
We present a method to find repeating topological structures in scalar data sets. More
precisely, we compare all subtrees of two merge trees against each other–in an efficient …

Fuzzy contour trees: Alignment and joint layout of multiple contour trees

AP Lohfink, F Wetzels, J Lukasczyk… - Computer Graphics …, 2020 - Wiley Online Library
We describe a novel technique for the simultaneous visualization of multiple scalar fields, eg
representing the members of an ensemble, based on their contour trees. Using tree …