The topology toolkit

J Tierny, G Favelier, JA Levine… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
This system paper presents the Topology ToolKit (TTK), a software platform designed for the
topological analysis of scalar data in scientific visualization. While topological data analysis …

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 …

Characterizing molecular interactions in chemical systems

D Günther, RA Boto, J Contreras-Garcia… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Interactions between atoms have a major influence on the chemical properties of molecular
systems. While covalent interactions impose the structural integrity of molecules …

Wasserstein distances, geodesics and barycenters of merge trees

M Pont, J Vidal, J Delon, J Tierny - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper presents a unified computational framework for the estimation of distances,
geodesics and barycenters of merge trees. We extend recent work on the edit distance 104 …

Principal geodesic analysis of merge trees (and persistence diagrams)

M Pont, J Vidal, J Tierny - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
This article presents a computational framework for the Principal Geodesic Analysis of
merge trees (MT-PGA), a novel adaptation of the celebrated Principal Component Analysis …

[图书][B] Topological data analysis for scientific visualization

J Tierny - 2017 - Springer
This book is adapted from my habilitation thesis manuscript, which reviewed my research
work since my Ph. D. thesis defense (2008), as a postdoctoral researcher at the University of …

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 …

Edit distance between merge trees

R Sridharamurthy, TB Masood… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Topological structures such as the merge tree provide an abstract and succinct
representation of scalar fields. They facilitate effective visualization and interactive …

Task-based augmented Reeb graphs with dynamic ST-trees

C Gueunet, P Fortin, J Jomier, J Tierny - Eurographics Symposium on …, 2019 - hal.science
This paper presents, to the best of our knowledge, the first parallel algorithm for the
computation of the augmented Reeb graph of piecewise linear scalar data. Such augmented …

Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows An Experimental Study

F Nauleau, F Vivodtzev… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
This application paper presents a comprehensive experimental eval-uation of the suitability
of Topological Data Analysis (TDA) for the quantitative comparison of turbulent flows …