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Julien Tierny

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A Generic Software Framework for Distributed Topological Analysis Pipelines

Oct 12, 2023
Eve Le Guillou, Michael Will, Pierre Guillou, Jonas Lukasczyk, Pierre Fortin, Christoph Garth, Julien Tierny

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

Jul 05, 2023
Mahieu Pont, Julien Tierny

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Wasserstein Dictionaries of Persistence Diagrams

Apr 28, 2023
Keanu Sisouk, Julie Delon, Julien Tierny

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

Jul 28, 2022
Florent Nauleau, Fabien Vivodtzev, Thibault Bridel-Bertomeu, Heloise Beaugendre, Julien Tierny

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Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)

Jul 22, 2022
Mathieu Pont, Jules Vidal, Julien Tierny

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

Jun 27, 2022
Pierre Guillou, Jules Vidal, Julien Tierny

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Wasserstein Distances, Geodesics and Barycenters of Merge Trees

Jul 16, 2021
Mathieu Pont, Jules Vidal, Julie Delon, Julien Tierny

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

Sep 03, 2020
Harish Doraiswamy, Julien Tierny, Paulo J. S. Silva, Luis Gustavo Nonato, Claudio Silva

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Statistical Parameter Selection for Clustering Persistence Diagrams

Oct 17, 2019
Max Kontak, Jules Vidal, Julien Tierny

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Ranking Viscous Finger Simulations to an Acquired Ground Truth with Topology-aware Matchings

Aug 20, 2019
Maxime Soler, Martin Petitfrere, Gilles Darche, Melanie Plainchault, Bruno Conche, Julien Tierny

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