Le Guillou
Research Engineer
Computer Science
TUM, Campus Heilbronn
eve dot leguillou at protonmail dot com
About
I am currently a research engineering, since November 2025, at the Technical University of Munich (TUM) Campus Heilbronn, within the Warm World project.
My PhD thesis focused on topological data analysis at scale, especially the port of such algorithms to the MPI distributed-memory model, under the direction of Julien Tierny and Pierre Fortin. From 2021 to 2025, I was a contributor to the Topology ToolKit (TTK), an open source library for topological data analysis. In particular, my contributions to TTK included the port to MPI of TTK's data structure and of several algorithms.
I received a M.S. degree in 2020 in Computer Science from Cranfield University, in the "Software Engineering for Technical Computing" track, as well as an engineering degree in 2021 from Ecole Centrale de Lille in the "Data Science and Artificial Intelligence" track.
Research
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Distributed Topological Data Analysis Eve Le Guillou PhD in Computer Science (2025) Committee: Bruno Raffin (President of the Jury), David Coeurjolly (Reviewer), Tom Peterka (Reviewer), Isabelle Bloch (Examiner), Federico Iuricich (Examiner), Christophe Calvin (Examiner), Pierre Fortin (Co-advisor), Julien Tierny (Advisor) Manuscript |
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Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data Eve Le Guillou, Pierre Fortin, Julien Tierny Under second round of revision after submission to IEEE Transactions on Parallel and Distributed Systems in 2025. Paper Code |
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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, vol. 30, no. 8, pp. 5875-5892, Aug. 2024, 10.1109/tvcg.2024.3390219 Presented at IEEE VIS 2024. Paper Code Replicability Stamp |
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How to Modify LAMMPS: From the Prospective of a Particle Method Researcher Albano A, Le Guillou E, Danzé A, Moulitsas I, Sahputra IH, Rahmat A, Duque-Daza CA, Shang X, Ching Ng K, Ariane M, et al ChemEngineering, vol. 5, no. 2, article 30, 2021, 10.3390/chemengineering5020030 Paper |