Florent Pled
58
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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
Conference papers
hal-04122931v1
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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
Conference papers
hal-03774358v1
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Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media: Forward Numerical Simulations and Sensitivity AnalysisEuropean Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Jun 2022, Oslo, Norway
Conference papers
hal-03712152v1
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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
Conference papers
hal-03763617v1
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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
Conference papers
hal-03774344v1
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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
Conference papers
hal-03763600v1
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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
Conference papers
hal-03277962v1
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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
Conference papers
hal-03253340v1
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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
Conference papers
hal-03253309v1
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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
Conference papers
hal-03253248v1
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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
Conference papers
hal-03277972v1
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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
Conference papers
hal-03278148v1
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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
Conference papers
hal-03638124v1
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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
Conference papers
hal-02176038v1
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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
Conference papers
hal-02175561v1
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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
Conference papers
hal-01817009v1
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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
Conference papers
hal-01817010v1
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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
Conference papers
hal-01856965v1
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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
Conference papers
hal-01541075v1
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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
Conference papers
hal-01541080v1
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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
Conference papers
hal-01633412v1
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On the control of PGD reduced-order approximations: error estimation and adaptivityEuropean Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2016), Jun 2016, Hersonissos, Crete Island, Greece
Conference papers
hal-01306402v1
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Contributions académiques à l'ANR ICAREConférence NAFEMS, Jun 2016, Paris, France
Conference papers
hal-01349798v1
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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
Conference papers
hal-01306408v1
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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
Conference papers
hal-01308256v1
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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
Conference papers
hal-01155606v1
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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
Conference papers
hal-01306394v1
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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
Conference papers
hal-01057092v1
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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
Conference papers
hal-01057085v1
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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
Conference papers
hal-01057247v1
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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
Conference papers
hal-01056926v1
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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
Conference papers
hal-01057232v1
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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
Conference papers
hal-01056919v1
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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
Conference papers
hal-01057088v1
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Goal-oriented control of PGD-based simulations12th U.S. National Congress on Computational Mechanics (USNCCM12), Jul 2013, Rayleigh, North Carolina, United States
Conference papers
hal-01057248v1
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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
Conference papers
hal-01057238v1
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New advances in robust goal-oriented error estimation for FE simulations10th World Congress on Computational Mechanics (WCCM X), Jul 2012, São Paulo, Brazil
Conference papers
hal-01056927v1
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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
Conference papers
hal-01057245v1
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Robust control of PGD-based reduced modelsInternational Workshop on Virtual Materials (IWVM 2012), Sep 2012, Beijing, China
Conference papers
hal-01057246v1
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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
Conference papers
hal-01056918v1
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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
Conference papers
hal-01056921v1
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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
Conference papers
hal-01056929v1
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A multiscale method for the propagation of localized uncertainties in linear parabolic equationsInvited seminar at Arizona State University (ASU), Tempe, Arizona, USA. 2018
Other reports
hal-01879275v1
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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
Other reports
hal-01552196v2
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Putting Mechanical Content in DVC: Toward 4D Mechanical CorrelationWorshop New Challenges in Computational Mechanics 2016 (NCCM 2016). 2016
Other reports
hal-01324423v1
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