Wasserstein Distances, Geodesics and Barycenters of Merge Trees. - Mathieu Pont; Jules Vidal; Julie Delon; Julien Tierny (IEEE Trans. Vis. Comput. Graph., 2022)

Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams). - Mathieu Pont; Jules Vidal; Julien Tierny (IEEE Trans. Vis. Comput. Graph., 2023)

Analysis of Ensembles of Topological Descriptors. (Analyse d'Ensembles de Descripteurs Topologiques). - Mathieu Pont (2023)

Merge Tree Geodesics and Barycenters with Path Mappings. - Florian Wetzels; Mathieu Pont; Julien Tierny; Christoph Garth (IEEE Trans. Vis. Comput. Graph., 2024)

Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams). - Mathieu Pont; Julien Tierny (IEEE Trans. Vis. Comput. Graph., 2024)

A Practical Solver for Scalar Data Topological Simplification. - Mohamed Kissi; Mathieu Pont; Joshua A. Levine; Julien Tierny (IEEE Trans. Vis. Comput. Graph., 2025)