Florent Pled
Publications
Publications
Statistical Inverse Identification of a Stochastic Phase-Field Model for Brittle Fracture in Random Heterogeneous Elastic Materials14th International Conference on Structural Safety and Reliability (ICOSSAR 2025), University of Southern California (USC), Jun 2025, Los Angeles California, United States |
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On the Stochastic Modeling and Inverse Identification of a Phase-Field Fracture Model in Random Heterogeneous Elastic Materials Exhibiting Isotropic Symmetry Properties9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2024), Jun 2024, Lisbon (Portugal), Portugal |
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Identification of a Phase-Field Model for Brittle Fracture in Transversely Isotropic Elastic Materials with Application to Spruce Wood Specimens under Compression9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2024), Jun 2024, Lisbon, Portugal |
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A data-driven statistical inverse identification method for phase field modeling of fracture in random heterogeneous elastic mediaEngineering Mechanics Institute Conference 2023 (EMI 2023), Georgia Institute of Technology, Jun 2023, Atlanta, United States |
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On the Design of Artificial Neural Networks for solving Statistical Inverse Problems in Computational Biomechanics15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan |
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Identification of a Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan |
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Modélisation de la fissuration dans les matériaux bois par la méthode des champs de phase : simulation numérique d'un essai de compression sur des échantillons en bois d'épicéa25ème Congrès Français de Mécanique (CFM 2022), Aug 2022, Nantes, France |
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A data-driven identification method based on neural networks for solving statistical inverse problems in computational mechanics13th International Conference on Structural Safety & Reliability (ICOSSAR 2021-2022), Tongji University, Sep 2022, Shanghai (virtual), China |
Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media: Forward Numerical Simulations and Sensitivity Analysis8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Jun 2022, Oslo, Norway |
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A probabilistic artificial neural network for a robust identification of the random apparent elasticity tensor field at mesoscale16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States |
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An artificial neural network-based identification method applied to a random elasto-acoustic wave propagation problem in computational biomechanics4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece |
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Statistical inverse problem for the mesoscale model of apparent elasticity properties by training an artificial neural network4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece |
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Robust identification of geometrical and mechanical properties using artificial neural networks for cortical bone damage prediction14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France |
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On the Solution of Statistical Inverse Problems using Machine Learning Methods based on Artificial Neural Networks16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States |
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Artificial neural network for a robust identification of apparent elasticity properties at mesoscale with limited experimental measurements14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France |
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Machine learning based on neural networks for the inverse identification of probability distributions - Application to the axial transmission technique for the ultrasonic characterization of damaged cortical bone propertiesXI International Conference on Structural Dynamics (EURODYN 2020), Nov 2020, Athens, Greece |
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Neural network prediction of cortical bone damage using a stochastic computational mechanical model3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jul 2019, Hersonissos, Crete Island, Greece |
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Experimental identification of mesoscopic elasticity tensor field for heterogeneous materials with complex microstructure using multiscale experimental imaging measurements3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jun 2019, Hersonissos, Crete Island, Greece |
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Multiscale Method with Patches for the Solution of Linear Parabolic Equations with Localized Uncertainties13th World Congress on Computational Mechanics (WCCM XIII), Jul 2018, New York City, United States |
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Multiscale identification of apparent elastic properties at meso-scale for materials with complex microstructure using experimental imaging measurements6th European Conference on Computational Mechanics (ECCM VI), Jun 2018, Glasgow, United Kingdom |
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Identification of the elastic properties of particle boards and stochastic simulation of wood-based furniture6th European Conference on Computational Mechanics (ECCM VI), Jun 2018, Glasgow, United Kingdom |
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Certification of PGD reduced models using a posteriori error estimation and adaptive strategies4th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques (MORTech 2017), Nov 2017, Seville, Spain |
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Identification of the Mechanical Properties of Particle Boards and Stochastic Simulation of the Behavior of FurnitureComputational Methods in Wood Mechanics - from Material Properties to Timber Structures (CompWood 2017), Jun 2017, Vienna, Austria |
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A multiscale method with patches for the propagation of localized uncertainties in structural dynamics2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2017), Jun 2017, Rhodes, Greece |
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On the control of PGD reduced-order approximations: error estimation and adaptivity7th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2016), Jun 2016, Hersonissos, Crete Island, Greece |
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Image-based multiscale modeling of bone elasticity: how to make the most out of uncertainty?12th World Congress on Computational Mechanics (WCCM XII), Jul 2016, Seoul, South Korea |
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Contributions académiques à l'ANR ICAREConférence NAFEMS, Jun 2016, Paris, France |
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Multiscale coupling approach for solving high-dimensional stochastic problems featuring localized uncertainties and non-linearitieseXtended Discretization MethodS (X-DMS 2015), Sep 2015, Ferrara, Italy |
Multiscale domain decomposition method for solving high-dimensional non-linear stochastic problems with localized uncertainties and non-linearitiesSéminaire du Laboratoire de Mécanique des Sols, Structures et Matériaux (MSSMat), Nov 2015, Châtenay Malabry, France |
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Multiscale method with patches for the solution of non-linear stochastic problems with localized uncertainties and non-linearities1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2015), May 2015, Hersonissos, Crete Island, Greece |
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On the verification of PGD reduced-order models11th World Congress on Computational Mechanics (WCCM XI) - 5th European Conference on Computational Mechanics (ECCM V), Jul 2014, Barcelona, Spain |
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Multiscale method with patches for the propagation of localized uncertainties in stochastic modelsInternational Conference on Extended Finite Element Methods (XFEM 2013), Sep 2013, Lyon, France |
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Méthode multi-échelle avec patchs pour la propagation d'incertitudes localisées dans les modèles stochastiques11ème Colloque National en Calcul des Structures (CSMA 2013), May 2013, Giens, France. pp.1-3 |
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New bounding techniques for goal-oriented error estimation in FE simulations6th International Conference on Adaptive Modeling and Simulation (ADMOS 2013), Jun 2013, Lisbon, Portugal. pp.528-539 |
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Vérification et validation de modèles dédiées à des quantités d'intérêt11ème Colloque National en Calcul des Structures (CSMA 2013), May 2013, Giens, France. pp.1-8 |
Goal-oriented control of PGD-based simulations12th U.S. National Congress on Computational Mechanics (USNCCM12), Jul 2013, Rayleigh, North Carolina, United States |
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Toward alternative bounding techniques for robust goal-oriented error estimation applied to linear problems2nd ECCOMAS Young Investigators Conference (YIC 2013), Sep 2013, Bordeaux, France |
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Recent advances in the control of PGD-based approximations6th International Conference on Adaptive Modeling and Simulation (ADMOS 2013), Jun 2013, Lisbon, Portugal. pp.170-181 |
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Mechanics-based verification method - application to computational models23rd International Congress of Theoretical And Applied Mechanics (ICTAM 2012), Aug 2012, Beijing, China. pp.1-2 |
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Goal-oriented control of finite element models: recent advances and performances on 3D industrial applications11th Biennal Conference on Engineering Systems Design and Analysis (ESDA ASME 2012), Jul 2012, Nantes, France. pp.107-108 |
New advances in robust goal-oriented error estimation for FE simulations10th World Congress on Computational Mechanics (WCCM X), Jul 2012, São Paulo, Brazil |
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Robust control of PGD-based reduced modelsInternational Workshop on Virtual Materials (IWVM 2012), Sep 2012, Beijing, China |
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Construction de champs admissibles pour le calcul d'erreur locale : application sur des exemples industriels20ème Congrès Français de Mécanique (CFM 2011), Aug 2011, Besançon, France. pp.1881-1886 |
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Construction of admissible fields and goal-oriented error estimation: performances on engineering examples5th International Conference on Adaptive Modeling and Simulation (ADMOS 2011), Jun 2011, Paris, France. pp.367-378 |
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Crushing Modes of Aluminium Tubes under Axial Compression5th Australasian Congress on Applied Mechanics (ACAM 2007), Dec 2007, Brisbane, Australia. pp.178-183 |
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Identification des paramètres d'un modèle de champ de phase pour la rupture fragile d'un échantillon d'épicéa.7e Journée des doctorant•es du Laboratoire Modélisation et Simulation Multi Echelle (MSME), Nov 2023, Créteil (Université Paris-Est Créteil), France |
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Caractérisation expérimentale et simulation stochastique du comportement des meubles à base de panneaux de particules7èmes journées du GDR 3544 Sciences du bois, Nov 2018, Cluny, France. |
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Identification des propriétés mécaniques de panneaux de particules et simulation stochastique du comportement de meubles5èmes journées du GDR 3544 Sciences du bois, Nov 2016, Bordeaux, France. |
A multiscale method for the propagation of localized uncertainties in linear parabolic equationsArizona State University (ASU), Tempe, Arizona, USA. 2018 |
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Multiscale method with patches for the propagation of localized uncertainties in (semi-)linear elliptic and parabolic equationsSéminaire du Laboratoire de Mécanique des Structures et des Systèmes Couplés (LMSSC); Conservatoire National des Arts et Métiers (CNAM). 2017 |
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Putting Mechanical Content in DVC: Toward 4D Mechanical CorrelationEcole Normale Supérieure de Cachan. 2016 |