TORI - Topological Reduction of Large-Scale Data

		Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams) Mathieu Pont and Julien Tierny IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2024. Code - Replicability stamp
		Wasserstein Dictionaries of Persistence Diagrams Keanu Sisouk, Julie Delon, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2024. Code - Replicability stamp
		TTK is Getting MPI-Ready Eve Le Guillou, Michael Will, Pierre Guillou, Jonas Lukasczyk, Pierre Fortin, Christoph Garth, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2024. Code
		Analysis of Ensembles of Topological Descriptors Mathieu Pont Ph.D. Thesis December 2023 Committee: D. Coeurjolly (Reviewer), V. Natarajan (Reviewer), E. Cazelles, S. Durrleman, G. Peyré, K. Turner, J. Tierny (Advisor)
		Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams) Mathieu Pont, Jules Vidal, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2023. Code - Data - Replicability stamp
		Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark Pierre Guillou, Jules Vidal, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2023. Code - Benchmark - Replicability stamp
		Merge Tree Geodesics and Barycenters with Path Mappings Florian Wetzels, Mathieu Pont, Julien Tierny, Christoph Garth IEEE Transactions on Visualization and Computer Graphics Proc. of IEEE VIS 2023. Code
		Parallel Computation of Piecewise Linear Morse-Smale Segmentations Robin Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, Christoph Garth IEEE Transactions on Visualization and Computer Graphics Accepted, to be presented at IEEE VIS 2023. Code - Replicability stamp
		Topological Data Analysis of Vortices in the Magnetically-Induced Current Density in LiH Molecule Malgorzata Olejniczak, Julien Tierny Physical Chemistry Chemical Physics Accepted, 2023.
		A Hands-on TTK Tutorial for Absolute Beginners Christoph Garth, Robin Maack, Mathieu Pont, Julien Tierny, Bei Wang, Florian Wetzels, Michael Will IEEE VIS Tutorials 2023. Tutorial web page
		Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows -- An Experimental Study Florent Nauleau, Fabien Vivodtzev, Thibault Bridel-Bertomeu, Heloise Beaugendre, Julien Tierny Proc. of IEEE Symposium on Large Data Analysis and Visualization 2022.
		Topological Analysis of Ensemble Scalar Data with TTK, A Sequel Christoph Garth, Charles Gueunet, Pierre Guillou, Federico Iuricich, Joshua Levine, Jonas Lukasczyk, Mathieu Pont, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels IEEE VIS Tutorials 2022. Tutorial web page
		Progressivity in Topological Data Analysis Jules Vidal Ph.D. Thesis December 2021 Committee: M. Aupetit (Reviewer), F. Chazal (Reviewer), I. Bloch, D. Coeurjolly, J.D. Fekete, G. Peyré, V. Robins, J. Tierny (Advisor)
		Wasserstein Distances, Geodesics and Barycenters of Merge Trees Mathieu Pont, Jules Vidal, Julie Delon, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Proc. of IEEE VIS 2021. Talk video - Code - Data - Replicability stamp
		Fast Approximation of Persistence Diagrams with Guarantees Jules Vidal and Julien Tierny Proc. of IEEE Symposium on Large Data Analysis and Visualization 2021. Talk video - Code and Data
		Topological Analysis of Ensemble Scalar Data with TTK Christoph Garth, Charles Gueunet, Pierre Guillou, Lutz Hofmann, Joshua A Levine, Jonas Lukasczyk, Julien Tierny, Jules Vidal, Bei Wang, Florian Wetzels IEEE VIS Tutorials 2021. Tutorial web page
		TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data Harish Doraiswamy, Julien Tierny, Paulo J. S. Silva, Luis Gustavo Nonato, Claudio Silva IEEE Transactions on Visualization and Computer Graphics Proc. of IEEE VIS 2020.
		Localized Topological Simplification of Scalar Data Jonas Lukasczyk, Christoph Garth, Ross Maciejewski, Julien Tierny IEEE Transactions on Visualization and Computer Graphics Proc. of IEEE VIS 2020. Code
		Topological Data Analysis Made Easy with the Topology ToolKit, What is New? Martin Falk, Christoph Garth, Charles Gueunet, Pierre Guillou, Attila Gyulassy, Lutz Hofmann, Christopher Kappe, Joshua A Levine, Jonas Lukasczyk, Julien Tierny, Jules Vidal IEEE VIS Tutorials 2020. Tutorial web page
		Implementing Persistence-Based Clustering of Point Clouds in the Topology ToolKit Ryan Cotsakis, Jim Shaw, Julien Tierny, and Joshua A. Levine Upcoming TopoInVis book (accepted).
		Report of the TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives 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 Upcoming TopoInVis book (accepted).