In-situ Topological Reduction of Scientific 3D Data

Informazioni relative al progetto

TORI

ID dell’accordo di sovvenzione: 863464

DOI

10.3030/863464

Data della firma CE 20 Dicembre 2019

Data di avvio 1 Ottobre 2020

Data di completamento 30 Settembre 2026

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 1 998 245,00

Contributo UE

€ 1 998 245,00

Coordinato da

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (8)

Identifying Locally Turbulent Vortices within Instabilities

Autori: Fabien Vivodtzev, Florent Nauleau, Jean-Philippe Braeunig, Julien Tierny
Pubblicato in: 2024 IEEE 14th Symposium on Large Data Analysis and Visualization (LDAV), 2024, Pagina/e 67-68
Editore: IEEE
DOI: 10.1109/ldav64567.2024.00011

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

Autori: Florent Nauleau, Fabien Vivodtzev, Thibault Bridel-Bertomeu, Heloise Beaugendre, Julien Tierny
Pubblicato in: Proc. of IEEE Symposium on Large Data Analysis and Visualization, 2022
Editore: IEEE
DOI: 10.1109/ldav57265.2022.9966403

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

Autori: Michael Will, Jonas Lukasczyk, Julien Tierny, Christoph Garth
Pubblicato in: 2024 IEEE 14th Symposium on Large Data Analysis and Visualization (LDAV), 2024, Pagina/e 54-64
Editore: IEEE
DOI: 10.1109/ldav64567.2024.00007

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

Autori: Falk, Martin; Garth, Christoph; Gueunet, Charles; Guillou, Pierre; Gyulassy, Attila; Hofmann, Lutz; Kappe, Christopher; Levine, Joshua,; Lukasczyk, Jonas; Tierny, Julien; Vidal, Jules
Pubblicato in: IEEE VIS Tutorials, Numero 1, 2020
Editore: IEEE

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

Autori: Falk, Martin; Garth, Christoph; Gueunet, Charles; Guillou, Pierre; Gyulassy, Attila; Hofmann, Lutz; Kappe, Christopher; Levine, Joshua,; Lukasczyk, Jonas; Tierny, Julien; Vidal, Jules
Pubblicato in: IEEE VIS Tutorials, Numero 5, 2020
Editore: IEEE

A Hands-on TTK Tutorial for Absolute Beginners

Autori: Christoph Garth, Robin Maack, Mathieu Pont, Julien Tierny, Bei Wang, Florian Wetzels, Michael Will
Pubblicato in: IEEE VIS Tutorials, 2023
Editore: IEEE

Fast Approximation of Persistence Diagrams with Guarantees

Autori: Jules Vidal, Julien Tierny
Pubblicato in: IEEE Symposium on Large Data Analysis and Visualization, 2021
Editore: IEEE
DOI: 10.1109/ldav53230.2021.00008

A Hands-on TTK Tutorial for Absolute Beginners

Autori: Christoph Garth, Robin Maack, Mathieu Pont, Julien Tierny, Bei Wang, Florian Wetzels, Michael Will
Pubblicato in: IEEE VIS Tutorials, Numero 5, 2023
Editore: IEEE

Peer reviewed articles (13)

Wasserstein Dictionaries of Persistence Diagrams

Autori: Keanu Sisouk, Julie Delon, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 30, 2024, Pagina/e 1638-1651, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3330262

Parallel Computation of Piecewise Linear Morse-Smale Segmentations

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

Merge Tree Geodesics and Barycenters with Path Mappings

Autori: Florian Wetzels, Mathieu Pont, Julien Tierny, Christoph Garth
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, 2024, Pagina/e 1-11, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3326601

A Practical Solver for Scalar Data Topological Simplification

Autori: Mohamed Kissi, Mathieu Pont, Joshua A. Levine, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 31, 2024, Pagina/e 97-107, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3456345

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

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

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

Autori: Mathieu Pont, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 30, 2024, Pagina/e 6390-6406, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3334755

Localized Topological Simplification of Scalar Data

Autori: Jonas Lukasczyk; Christoph Garth; Ross Maciejewski; Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2020, Numero 1, 2020, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2020.3030353

Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)

Autori: Mathieu Pont, Jules Vidal, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, 2023, ISSN 1077-2626
Editore: 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

Autori: Małgorzata Olejniczak; Julien Tierny
Pubblicato in: Physical Chemistry Chemical Physics, Numero 1, 2023, ISSN 1463-9076
Editore: 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

Autori: Pierre Guillou, Jules Vidal, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, 2023, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3238008

Localized Evaluation for Constructing Discrete Vector Fields

Autori: Tanner Finken, Julien Tierny, Joshua A. Levine
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 31, 2024, Pagina/e 86-96, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3456355

TTK is Getting MPI-Ready

Autori: Eve Le Guillou, Michael Will, Pierre Guillou, Jonas Lukasczyk, Pierre Fortin, Christoph Garth, Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 30, 2024, Pagina/e 5875-5892, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2024.3390219

Wasserstein Distances, Geodesics and Barycenters of Merge Trees.

Autori: Mathieu Pont; Jules Vidal; Julie Delon; Julien Tierny
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 1, 2021, ISSN 1077-2626
Editore: 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

Autori: 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
Pubblicato in: "Topological Methods in Data Analysis and Visualization VI, Springer, pp.359-373, 2021, Mathematics and Visualization, ⟨10.1007/978-3-030-83500-2_18⟩", Numero 1, 2020
Editore: Springer
DOI: 10.1007/978-3-030-83500-2_18

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

Autori: Ryan Cotsakis; James C. Shaw; Julien Tierny; Joshua A. Levine
Pubblicato in: Topological Methods in Data Analysis and Visualization VI, Numero 1, 2020
Editore: Springer
DOI: 10.1007/978-3-030-83500-2_17

Other (2)

Topological Analysis of Ensemble Scalar Data with TTK

Autori: Christoph Garth, Charles Gueunet, Pierre Guillou, Lutz Hofmann, Joshua A Levine, Jonas Lukasczyk, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels
Pubblicato in: IEEE VIS Tutorials, 2021
Editore: IEEE

Topological Analysis of Ensemble Scalar Data with TTK, A Sequel

Autori: Christoph Garth, Charles Gueunet, Pierre Guillou, Federico Iuricich, Joshua A Levine, Jonas Lukasczyk, Mathieu Pont, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels
Pubblicato in: IEEE VIS Tutorials, 2022
Editore: IEEE