François Willot
Directeur de recherche à Mines Paris PSL
Département Mathématiques & Systèmes
86%
Libre accès
125
Documents
Affiliations actuelles
- Centre des Matériaux (MAT)
- Centre de Morphologie Mathématique (CMM)
- Centre de Statistique et Images (STIM)
Identifiants chercheurs
Site web
Présentation
I am Director of Research (Directeur de recherche) at Mines de Paris PSL which I joined in 2008. I obtained my PhD in Mechanics at École Polytechnique in 2007 and Habilitation à diriger des recherches at Sorbonne Université in 2019. My main research interests are in Physics and Mechanics of Heterogeneous Media, Homogenization, FFT methods, Random Set Theory, Physics-Inspired and Geometry-Informed Machine Learning.
Compétences
Mechanics of materials
Homogenization
Machine learning
Fourier-based methods
Micromechanics
Random set theory
Publications
Publications
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Machine learning methods for analysing damage in energetical granular materialsICT 2025 - 54th International Annual Conference : Artificial Intelligence, Machine Learning and Data Science in Energetic Materials Research, Jun 2025, Karlsrhue, Germany. 2025
Proceedings/Recueil des communications
hal-05423264
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Continuum Models and Discrete Systems. CMDS-14, Paris, France, June 26–30, 2023Proceedings of the 14th International Symposium on Continuum Models and Discrete Systems, Jun 2023, Paris, France. Springer Proceedings in Mathematics & Statistics, 457, Springer Nature Switzerland, 2024, Springer Proceedings in Mathematics & Statistics, 978-3-031-58664-4. ⟨10.1007/978-3-031-58665-1⟩
Proceedings/Recueil des communications
hal-04385974
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Étude numérique de la nocivité des défauts dans les souduresColloque Mécamat Rupture des matériaux et structures – Mécanismes et modélisations face aux applications industrielles, Jan 2019, Aussois, France. 2019
Proceedings/Recueil des communications
hal-05449935
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Physics et Mechanics of Random Media: from Morphology to Material PropertiesPresses des Mines. Physics and mechanics of random structures: from morphology to material properties. International workshop in honor of Dominique Jeulin., Jun 2018, Saint-Pierre d'Oléron, France. 2018, Sciences de la matière, 2356715290
Proceedings/Recueil des communications
hal-01976785
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Localisation dans les milieux poreux linéaires fortement anisotropesColloque Mécamat – Approches multi-échelles en mécanique des matériaux, Jan 2006, Aussois, France. 2006
Proceedings/Recueil des communications
hal-05449890
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Proceedings of the 14th International Symposium on Continuum Models and Discrete Systems2024, pp.v-vii
Autre publication scientifique
hal-05449858
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Review of “The irreversible thermal expansion of an energetic material”2021
Autre publication scientifique
hal-03425511
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Modélisation de la microstructure et du comportement thermoélastique de milieux granulaires2020
Autre publication scientifique
hal-03110196
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Introduction to FFT-based numerical methods for the homogenization of random materials2022
Pré-publication, Document de travail
hal-03631887
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Generalized two-body self-consistent theory of random linear dielectric composites: an effective-medium approach to clustering in highly-disordered media2012
Pré-publication, Document de travail
cea-00711093
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Caractérisation et modélisation probabiliste de milieux hétérogènesChristian Gogu. Ingénierie mécanique en contexte incertain - Des approches classiques à quelques développements récents, ISTE Editions, pp.51-90, 2021, 9781789480108
Chapitre d'ouvrage
hal-03088263
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Characterization and probabilistic modeling of heterogeneous mediaMechanical Engineering under Uncertainties - From Classical Approaches to Some Recent Developments, ISTE Editions, pp.43-82, 2021, 978-1-78945-010-1
Chapitre d'ouvrage
hal-03088274
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Thermal and linear-elastic properties of lightweight concretePhysics & Mechanics of Random Media: from Morphology to Material Properties, pp.169, 2018, 978-2-35671-529-6
Chapitre d'ouvrage
hal-01856562
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The nonlinear response of Boolean models: elasticity and conductivityPhysics & Mechanics of Random Media: from Morphology to Material Properties, pp.181, 2018, 978-2-35671-529-6
Chapitre d'ouvrage
hal-01856565
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Linear-elastic response of starch-based materials: FFT results vs. experimental dataPresses des Mines. Physics & Mechanics of Random Media: from Morphology to Material Properties, pp.177, 2018, 978-2-35671-529-6
Chapitre d'ouvrage
hal-01856564
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Localization in random media and its effect on the homogenized behavior of materialsMaterials. Université Paris Sorbonne, 2019
HDR
tel-02412623
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Study of the impact of microstructure on electrical properties in lithium-ion batteries; simulations on actual microstructures and generation of numerical architectures12th European Congress for Stereology and Image Analysis, Sep 2017, Kaiserslautern, Germany
Poster de conférence
hal-02430265
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Effective properties of architectured materials1st International School on Architectured Materials, May 2011, Grenoble, France. 2011
Poster de conférence
hal-01713384
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Fast solution to determine the elastic behavior of 3D reconstructed biopolymer cellular structures3D Imaging, Analysis, Modeling and Simulation of Macroscopic Properties, Apr 2010, Fontainebleau, France. 2010
Poster de conférence
hal-01713400
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Contribution à l'étude théorique de la localisation plastique dans les poreuxPhysique mathématique [math-ph]. Ecole Polytechnique X, 2007. Français. ⟨NNT : ⟩
Thèse
tel-00134643
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