In-situ Topological Reduction of Scientific 3D Data

Información del proyecto

TORI

Identificador del acuerdo de subvención: 863464

DOI

10.3030/863464

Fecha de la firma de la CE 20 Diciembre 2019

Fecha de inicio 1 Octubre 2020

Fecha de finalización 30 Septiembre 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 998 245,00

Aportación de la UE

€ 1 998 245,00

Coordinado por

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (8)

Identifying Locally Turbulent Vortices within Instabilities

Autores: Fabien Vivodtzev, Florent Nauleau, Jean-Philippe Braeunig, Julien Tierny
Publicado en: 2024 IEEE 14th Symposium on Large Data Analysis and Visualization (LDAV), 2024, Página(s) 67-68
Editor: IEEE
DOI: 10.1109/ldav64567.2024.00011

Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows -- An Experimental Study

Autores: Florent Nauleau, Fabien Vivodtzev, Thibault Bridel-Bertomeu, Heloise Beaugendre, Julien Tierny
Publicado en: Proc. of IEEE Symposium on Large Data Analysis and Visualization, 2022
Editor: IEEE
DOI: 10.1109/ldav57265.2022.9966403

Distributed Path Compression for Piecewise Linear Morse-Smale Segmentations and Connected Components

Autores: Michael Will, Jonas Lukasczyk, Julien Tierny, Christoph Garth
Publicado en: 2024 IEEE 14th Symposium on Large Data Analysis and Visualization (LDAV), 2024, Página(s) 54-64
Editor: IEEE
DOI: 10.1109/ldav64567.2024.00007

Topological Data Analysis Made Easy with the Topology ToolKit, What is New?

Autores: Falk, Martin; Garth, Christoph; Gueunet, Charles; Guillou, Pierre; Gyulassy, Attila; Hofmann, Lutz; Kappe, Christopher; Levine, Joshua,; Lukasczyk, Jonas; Tierny, Julien; Vidal, Jules
Publicado en: IEEE VIS Tutorials, Edición 1, 2020
Editor: IEEE

Topological Data Analysis Made Easy with the Topology ToolKit, What is New?

Autores: Falk, Martin; Garth, Christoph; Gueunet, Charles; Guillou, Pierre; Gyulassy, Attila; Hofmann, Lutz; Kappe, Christopher; Levine, Joshua,; Lukasczyk, Jonas; Tierny, Julien; Vidal, Jules
Publicado en: IEEE VIS Tutorials, Edición 5, 2020
Editor: IEEE

A Hands-on TTK Tutorial for Absolute Beginners

Autores: Christoph Garth, Robin Maack, Mathieu Pont, Julien Tierny, Bei Wang, Florian Wetzels, Michael Will
Publicado en: IEEE VIS Tutorials, 2023
Editor: IEEE

Fast Approximation of Persistence Diagrams with Guarantees

Autores: Jules Vidal, Julien Tierny
Publicado en: IEEE Symposium on Large Data Analysis and Visualization, 2021
Editor: IEEE
DOI: 10.1109/ldav53230.2021.00008

A Hands-on TTK Tutorial for Absolute Beginners

Autores: Christoph Garth, Robin Maack, Mathieu Pont, Julien Tierny, Bei Wang, Florian Wetzels, Michael Will
Publicado en: IEEE VIS Tutorials, Edición 5, 2023
Editor: IEEE

Peer reviewed articles (13)

Wasserstein Dictionaries of Persistence Diagrams

Autores: Keanu Sisouk, Julie Delon, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 30, 2024, Página(s) 1638-1651, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3330262

Parallel Computation of Piecewise Linear Morse-Smale Segmentations

Autores: Robin Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, Christoph Garth
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2023, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3261981

Merge Tree Geodesics and Barycenters with Path Mappings

Autores: Florian Wetzels, Mathieu Pont, Julien Tierny, Christoph Garth
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2024, Página(s) 1-11, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3326601

A Practical Solver for Scalar Data Topological Simplification

Autores: Mohamed Kissi, Mathieu Pont, Joshua A. Levine, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 31, 2024, Página(s) 97-107, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3456345

TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data

Autores: Harish Doraiswamy; Julien Tierny; Paulo J. S. Silva; Luis Gustavo Nonato; Cláudio T. Silva
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2020, Edición 1, 2020, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2020.3030441

Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)

Autores: Mathieu Pont, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 30, 2024, Página(s) 6390-6406, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3334755

Localized Topological Simplification of Scalar Data

Autores: Jonas Lukasczyk; Christoph Garth; Ross Maciejewski; Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2020, Edición 1, 2020, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2020.3030353

Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)

Autores: Mathieu Pont, Jules Vidal, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2023, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2022.3215001

Topological data analysis of vortices in the magnetically-induced current density in LiH molecule

Autores: Małgorzata Olejniczak; Julien Tierny
Publicado en: Physical Chemistry Chemical Physics, Edición 1, 2023, ISSN 1463-9076
Editor: Royal Society of Chemistry
DOI: 10.48550/arxiv.2212.08690

Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark

Autores: Pierre Guillou, Jules Vidal, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2023, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3238008

Localized Evaluation for Constructing Discrete Vector Fields

Autores: Tanner Finken, Julien Tierny, Joshua A. Levine
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 31, 2024, Página(s) 86-96, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3456355

TTK is Getting MPI-Ready

Autores: Eve Le Guillou, Michael Will, Pierre Guillou, Jonas Lukasczyk, Pierre Fortin, Christoph Garth, Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 30, 2024, Página(s) 5875-5892, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3390219

Wasserstein Distances, Geodesics and Barycenters of Merge Trees.

Autores: Mathieu Pont; Jules Vidal; Julie Delon; Julien Tierny
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 1, 2021, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2021.3114839

Book chapters (2)

Report of the TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives

Autores: Jonas Lukasczyk; Jakob Beran; Wito Engelke; Martin Falk; Anke Friederici; Christoph Garth; Lutz Hofmann; Ingrid Hotz; Petar Hristov; Wiebke Köpp; Talha Bin Masood; Małgorzata Olejniczak; Paul Rosen; Jan-Tobias Sohns; Tino Weinkauf; Kilian Werner; Julien Tierny
Publicado en: "Topological Methods in Data Analysis and Visualization VI, Springer, pp.359-373, 2021, Mathematics and Visualization, ⟨10.1007/978-3-030-83500-2_18⟩", Edición 1, 2020
Editor: Springer
DOI: 10.1007/978-3-030-83500-2_18

Implementing Persistence-Based Clustering of Point Clouds in the Topology ToolKit

Autores: Ryan Cotsakis; James C. Shaw; Julien Tierny; Joshua A. Levine
Publicado en: Topological Methods in Data Analysis and Visualization VI, Edición 1, 2020
Editor: Springer
DOI: 10.1007/978-3-030-83500-2_17

Other (2)

Topological Analysis of Ensemble Scalar Data with TTK

Autores: Christoph Garth, Charles Gueunet, Pierre Guillou, Lutz Hofmann, Joshua A Levine, Jonas Lukasczyk, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels
Publicado en: IEEE VIS Tutorials, 2021
Editor: IEEE

Topological Analysis of Ensemble Scalar Data with TTK, A Sequel

Autores: Christoph Garth, Charles Gueunet, Pierre Guillou, Federico Iuricich, Joshua A Levine, Jonas Lukasczyk, Mathieu Pont, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels
Publicado en: IEEE VIS Tutorials, 2022
Editor: IEEE