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IEEE Transactions on Visualization and Computer Graphics|December 15, 2025
Topological Autoencoders++: Fast and Accurate Cycle-Aware Dimensionality ReductionMatteo Clemot, Julie Digne, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|November 28, 2023
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)Mathieu Pont, Julien TiernyPhysical Chemistry Chemical Physics : PCCP|February 1, 2023
Topological data analysis of vortices in the magnetically-induced current density in LiH moleculeMałgorzata Olejniczak, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|November 23, 2016
Jacobi Fiber Surfaces for Bivariate Reeb Space ComputationJulien Tierny, Hamish CarrIEEE Transactions on Visualization and Computer Graphics|February 19, 2021
A Progressive Approach to Scalar Field TopologyJules Vidal, Pierre Guillou, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|December 11, 2025
BondMatcher: H-Bond Stability Analysis in Molecular SystemsThomas Daniel, Malgorzata Olejniczak, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|October 17, 2022
Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)Mathieu Pont, Jules Vidal, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|August 13, 2019
Progressive Wasserstein Barycenters of Persistence DiagramsJules Vidal, Joseph Budin, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|April 6, 2023
Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data - An Algorithm and a BenchmarkPierre Guillou, Jules Vidal, Julien TiernyIEEE Transactions on Visualization and Computer Graphics|November 6, 2023
Wasserstein Dictionaries of Persistence DiagramsKeanu Sisouk, Julie Delon, Julien TiernyPageof 4