Florent Pled

Documents

Publications

	Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains Florent Pled , Christophe Desceliers Archives of Computational Methods in Engineering, 2022, ⟨10.1007/s11831-021-09581-y⟩ Article dans une revue hal-03196974v1
	A multi-model approach for wooden furniture failure under mechanical load Luc Chevalier , Florent Pled , Laura Winkler , François Wilquin , Eric Launay Mechanics & Industry, 2022, 23, pp.28. ⟨10.1051/meca/2022025⟩ Article dans une revue hal-03887864v1
	A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network Florent Pled , Christophe Desceliers , Tianyu Zhang Computer Methods in Applied Mechanics and Engineering, 2021, 373, pp.113540. ⟨10.1016/j.cma.2020.113540⟩ Article dans une revue hal-03000299v2
	Robust Multiscale Identification of Apparent Elastic Properties at Mesoscale for Random Heterogeneous Materials with Multiscale Field Measurements Tianyu Zhang , Florent Pled , Christophe Desceliers Materials, 2020, 13 (12), pp.2826. ⟨10.3390/ma13122826⟩ Article dans une revue hal-02879369v1
	Cyclic virtual test on wood furniture by Monte Carlo simulation: from compression behavior to connection modeling Luc Chevalier , Florent Pled , Francoise Zambou , Eric Launay Mechanics & Industry, 2019, 20 (6), pp.606. ⟨10.1051/meca/2019039⟩ Article dans une revue hal-02321441v1
	A multiscale method for semi-linear elliptic equations with localized uncertainties and non-linearities Anthony Nouy , Florent Pled ESAIM: Mathematical Modelling and Numerical Analysis, 2018, 52 (5), pp.1763-1802. ⟨10.1051/m2an/2018025⟩ Article dans une revue hal-01507489v2
	A posteriori error estimation and adaptive strategy for PGD model reduction applied to parametrized linear parabolic problems Ludovic Chamoin , Florent Pled , Pierre-Eric Allier , Pierre Ladevèze Computer Methods in Applied Mechanics and Engineering, 2017, 327, pp.118-146. ⟨10.1016/j.cma.2017.08.047⟩ Article dans une revue hal-01584532v1
	Toward 4D Mechanical Correlation François Hild , Amine Bouterf , Ludovic Chamoin , Hugo Leclerc , Florent Mathieu Advanced Modeling and Simulation in Engineering Sciences, 2016, 3 (1), pp.1-26. ⟨10.1186/s40323-016-0070-z⟩ Article dans une revue hal-01310582v2
	New bounding techniques for goal-oriented error estimation applied to linear problems Pierre Ladevèze , Florent Pled , Ludovic Chamoin International Journal for Numerical Methods in Engineering, 2013, 93 (13), pp.1345-1380. ⟨10.1002/nme.4423⟩ Article dans une revue hal-01056891v2
	An enhanced method with local energy minimization for the robust a posteriori construction of equilibrated stress fields in finite element analyses Florent Pled , Ludovic Chamoin , Pierre Ladevèze Computational Mechanics, 2012, 49 (3), pp.357-378. ⟨10.1007/s00466-011-0645-y⟩ Article dans une revue hal-01056871v2
	On the techniques for constructing admissible stress fields in model verification: Performances on engineering examples Florent Pled , Ludovic Chamoin , Pierre Ladevèze International Journal for Numerical Methods in Engineering, 2011, 88 (5), pp.409-441. ⟨10.1002/nme.3180⟩ Article dans une revue hal-01056705v2

	A data-driven statistical inverse identification method for phase field modeling of fracture in random heterogeneous elastic media Florent Pled , Christophe Desceliers Engineering Mechanics Institute Conference 2023 (EMI 2023), Georgia Institute of Technology, Jun 2023, Atlanta, United States Communication dans un congrès hal-04122931v1
	A data-driven identification method based on neural networks for solving statistical inverse problems in computational mechanics Florent Pled , Christophe Desceliers 13th International Conference on Structural Safety & Reliability (ICOSSAR 2021-2022), Tongji University, Sep 2022, Shanghai (virtual), China Communication dans un congrès hal-03774358v1
	Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media: Forward Numerical Simulations and Sensitivity Analysis Idiris Satgun , Florent Pled , Christophe Desceliers European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Jun 2022, Oslo, Norway Communication dans un congrès hal-03712152v1
	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'épicéa Matthieu Noel , Florent Pled , Luc Chevalier , François Wilquin , Eric Launay 25ème Congrès Français de Mécanique (CFM 2022), Aug 2022, Nantes, France Communication dans un congrès hal-03774344v1
	Identification of a Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media Idiris Satgun , Florent Pled , Christophe Desceliers 15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan Communication dans un congrès hal-03763617v1
	On the Design of Artificial Neural Networks for solving Statistical Inverse Problems in Computational Biomechanics Florent Pled , Christophe Desceliers 15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan Communication dans un congrès hal-03763600v1
	Statistical inverse problem for the mesoscale model of apparent elasticity properties by training an artificial neural network Florent Pled , C. Desceliers , Tianyu Zhang 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece Communication dans un congrès hal-03277962v1
	Robust identification of geometrical and mechanical properties using artificial neural networks for cortical bone damage prediction Florent Pled , Christophe Desceliers , Amir H. Gandomi 14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France Communication dans un congrès hal-03253309v1
	Artificial neural network for a robust identification of apparent elasticity properties at mesoscale with limited experimental measurements Christophe Desceliers , Florent Pled , Tianyu Zhang 14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France Communication dans un congrès hal-03253340v1
	On the Solution of Statistical Inverse Problems using Machine Learning Methods based on Artificial Neural Networks Florent Pled , C. Desceliers 16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States Communication dans un congrès hal-03277972v1
	An artificial neural network-based identification method applied to a random elasto-acoustic wave propagation problem in computational biomechanics Florent Pled , Christophe Desceliers , Amir H. Gandomi 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece Communication dans un congrès hal-03253248v1
	A probabilistic artificial neural network for a robust identification of the random apparent elasticity tensor field at mesoscale Christophe Desceliers , Florent Pled 16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States Communication dans un congrès hal-03278148v1
	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 properties Florent Pled , Christophe Desceliers , Amir H. Gandomi XI International Conference on Structural Dynamics (EURODYN 2020), Nov 2020, Athens, Greece Communication dans un congrès hal-03638124v1
	Experimental identification of mesoscopic elasticity tensor field for heterogeneous materials with complex microstructure using multiscale experimental imaging measurements Tianyu Zhang , Christophe Desceliers , Florent Pled 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jun 2019, Hersonissos, Crete Island, Greece Communication dans un congrès hal-02176038v1
	Neural network prediction of cortical bone damage using a stochastic computational mechanical model Florent Pled , Christophe Desceliers , Amir H. Gandomi , Christian Soize 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jul 2019, Hersonissos, Crete Island, Greece Communication dans un congrès hal-02175561v1
	Identification of the elastic properties of particle boards and stochastic simulation of wood-based furniture Zhou Chen , Florent Pled , Luc Chevalier , E. Launay 6th European Conference on Computational Mechanics (ECCM VI), Jun 2018, Glasgow, United Kingdom Communication dans un congrès hal-01817009v1
	Multiscale identification of apparent elastic properties at meso-scale for materials with complex microstructure using experimental imaging measurements Tianyu Zhang , Florent Pled , Christophe Desceliers 6th European Conference on Computational Mechanics (ECCM VI), Jun 2018, Glasgow, United Kingdom Communication dans un congrès hal-01817010v1
	Multiscale Method with Patches for the Solution of Linear Parabolic Equations with Localized Uncertainties Florent Pled , Mathilde Chevreuil , Anthony Nouy 13th World Congress on Computational Mechanics (WCCM XIII), Jul 2018, New York City, United States Communication dans un congrès hal-01856965v1
	Identification of the Mechanical Properties of Particle Boards and Stochastic Simulation of the Behavior of Furniture Zhou Chen , Florent Pled , Luc Chevalier , Heba Makhlouf , Eric Launay Computational Methods in Wood Mechanics - from Material Properties to Timber Structures (CompWood 2017), Jun 2017, Vienna, Austria Communication dans un congrès hal-01541075v1
	A multiscale method with patches for the propagation of localized uncertainties in structural dynamics Florent Pled , Mathilde Chevreuil , Anthony Nouy 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2017), Jun 2017, Rhodes, Greece Communication dans un congrès hal-01541080v1
	Certification of PGD reduced models using a posteriori error estimation and adaptive strategies Ludovic Chamoin , Florent Pled , Pierre-Eric Allier , Pierre Ladevèze 4th International Workshop on Reduced Basis, POD and PGD Model Reduction Techniques (MORTech 2017), Nov 2017, Seville, Spain Communication dans un congrès hal-01633412v1
	Image-based multiscale modeling of bone elasticity: how to make the most out of uncertainty? Vittorio Sansalone , Davide Gagliardi , Salah Naili , Christophe Desceliers , Florent Pled 12th World Congress on Computational Mechanics (WCCM XII), Jul 2016, Seoul, South Korea Communication dans un congrès hal-01306408v1
	Contributions académiques à l'ANR ICARE Pierre Gosselet , Jean-Charles Passieux , Anthony Nouy , Grégory Legrain , Florent Pled Conférence NAFEMS, Jun 2016, Paris, France Communication dans un congrès hal-01349798v1
	On the control of PGD reduced-order approximations: error estimation and adaptivity Florent Pled , Ludovic Chamoin , Pierre-Eric Allier , Pierre Ladevèze European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2016), Jun 2016, Hersonissos, Crete Island, Greece Communication dans un congrès hal-01306402v1
	Multiscale method with patches for the solution of non-linear stochastic problems with localized uncertainties and non-linearities Florent Pled , Mathilde Chevreuil , Anthony Nouy 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2015), May 2015, Hersonissos, Crete Island, Greece Communication dans un congrès hal-01155606v1
	Multiscale domain decomposition method for solving high-dimensional non-linear stochastic problems with localized uncertainties and non-linearities Florent Pled Séminaire du Laboratoire de Mécanique des Sols, Structures et Matériaux (MSSMat), Nov 2015, Châtenay Malabry, France Communication dans un congrès hal-01308256v1
	Multiscale coupling approach for solving high-dimensional stochastic problems featuring localized uncertainties and non-linearities Florent Pled , Mathilde Chevreuil , Anthony Nouy eXtended Discretization MethodS (X-DMS 2015), Sep 2015, Ferrara, Italy Communication dans un congrès hal-01306394v1
	On the verification of PGD reduced-order models Florent Pled , Ludovic Chamoin , Pierre Ladevèze 11th World Congress on Computational Mechanics (WCCM XI) - 5th European Conference on Computational Mechanics (ECCM V), Jul 2014, Barcelona, Spain Communication dans un congrès hal-01057092v1
	New bounding techniques for goal-oriented error estimation in FE simulations Florent Pled , Ludovic Chamoin , Pierre Ladevèze 6th International Conference on Adaptive Modeling and Simulation (ADMOS 2013), Jun 2013, Lisbon, Portugal. pp.528-539 Communication dans un congrès hal-01056926v1
	Toward alternative bounding techniques for robust goal-oriented error estimation applied to linear problems Florent Pled , Ludovic Chamoin , Pierrre Ladevèze 2nd ECCOMAS Young Investigators Conference (YIC 2013), Sep 2013, Bordeaux, France Communication dans un congrès hal-01057085v1
	Recent advances in the control of PGD-based approximations Ludovic Chamoin , Pierre Ladevèze , Florent Pled 6th International Conference on Adaptive Modeling and Simulation (ADMOS 2013), Jun 2013, Lisbon, Portugal. pp.170-181 Communication dans un congrès hal-01057247v1
	Vérification et validation de modèles dédiées à des quantités d'intérêt Ludovic Chamoin , Pierre Ladevèze , Florent Pled 11ème Colloque National en Calcul des Structures (CSMA 2013), May 2013, Giens, France. pp.1-8 Communication dans un congrès hal-01057232v1
	Goal-oriented control of PGD-based simulations Ludovic Chamoin , Pierre Ladevèze , Florent Pled 12th U.S. National Congress on Computational Mechanics (USNCCM12), Jul 2013, Rayleigh, North Carolina, United States Communication dans un congrès hal-01057248v1
	Multiscale method with patches for the propagation of localized uncertainties in stochastic models Florent Pled , Mathilde Chevreuil , Anthony Nouy International Conference on Extended Finite Element Methods (XFEM 2013), Sep 2013, Lyon, France Communication dans un congrès hal-01057088v1
	Méthode multi-échelle avec patchs pour la propagation d'incertitudes localisées dans les modèles stochastiques Florent Pled , Mathilde Chevreuil , Anthony Nouy , Elias Safatly 11ème Colloque National en Calcul des Structures (CSMA 2013), May 2013, Giens, France. pp.1-3 Communication dans un congrès hal-01056919v1
	Goal-oriented control of finite element models: recent advances and performances on 3D industrial applications Ludovic Chamoin , Pierre Ladevèze , Florent Pled 11th Biennal Conference on Engineering Systems Design and Analysis (ESDA ASME 2012), Jul 2012, Nantes, France. pp.107-108 Communication dans un congrès hal-01057238v1
	New advances in robust goal-oriented error estimation for FE simulations Florent Pled , Ludovic Chamoin , Pierre Ladevèze 10th World Congress on Computational Mechanics (WCCM X), Jul 2012, São Paulo, Brazil Communication dans un congrès hal-01056927v1
	Robust control of PGD-based reduced models Ludovic Chamoin , Pierre Ladevèze , Florent Pled International Workshop on Virtual Materials (IWVM 2012), Sep 2012, Beijing, China Communication dans un congrès hal-01057246v1
	Mechanics-based verification method - application to computational models Ludovic Chamoin , Florent Pled , Pierre Ladevèze 23rd International Congress of Theoretical And Applied Mechanics (ICTAM 2012), Aug 2012, Beijing, China. pp.1-2 Communication dans un congrès hal-01057245v1
	Construction de champs admissibles pour le calcul d'erreur locale : application sur des exemples industriels Florent Pled , Ludovic Chamoin , Pierre Ladevèze 20ème Congrès Français de Mécanique (CFM 2011), Aug 2011, Besançon, France. pp.1881-1886 Communication dans un congrès hal-01056918v1
	Construction of admissible fields and goal-oriented error estimation: performances on engineering examples Florent Pled , Ludovic Chamoin , Pierre Ladevèze 5th International Conference on Adaptive Modeling and Simulation (ADMOS 2011), Jun 2011, Paris, France. pp.367-378 Communication dans un congrès hal-01056921v1
	Crushing Modes of Aluminium Tubes under Axial Compression Florent Pled , Wenyi Yan , Cui'E Wen 5th Australasian Congress on Applied Mechanics (ACAM 2007), Dec 2007, Brisbane, Australia. pp.178-183 Communication dans un congrès hal-01056929v1

	Caractérisation expérimentale et simulation stochastique du comportement des meubles à base de panneaux de particules Zhou Chen , Luc Chevalier , Florent Pled , Eric Launay 7èmes journées du GDR 3544 Sciences du bois, Nov 2018, Cluny, France. Poster de conférence hal-01943529v1
	Identification des propriétés mécaniques de panneaux de particules et simulation stochastique du comportement de meubles Zhou Chen , Luc Chevalier , Florent Pled , Heba Makhlouf , Eric Launay 5èmes journées du GDR 3544 Sciences du bois, Nov 2016, Bordeaux, France. Poster de conférence hal-01436963v1

	A multiscale method for the propagation of localized uncertainties in linear parabolic equations Florent Pled Invited seminar at Arizona State University (ASU), Tempe, Arizona, USA. 2018 Autre rapport, séminaire, workshop hal-01879275v1
	Multiscale method with patches for the propagation of localized uncertainties in (semi-)linear elliptic and parabolic equations Florent Pled Séminaire du Laboratoire de Mécanique des Structures et des Systèmes Couplés (LMSSC), Conservatoire National des Arts et Métiers (CNAM). 2017 Autre rapport, séminaire, workshop hal-01552196v2
	Putting Mechanical Content in DVC: Toward 4D Mechanical Correlation François Hild , Amine Bouterf , Ludovic Chamoin , Hugo Leclerc , Florent Mathieu Worshop New Challenges in Computational Mechanics 2016 (NCCM 2016). 2016 Autre rapport, séminaire, workshop hal-01324423v1

Florent Pled

Publications

Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains

A multi-model approach for wooden furniture failure under mechanical load

A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network

Robust Multiscale Identification of Apparent Elastic Properties at Mesoscale for Random Heterogeneous Materials with Multiscale Field Measurements

Cyclic virtual test on wood furniture by Monte Carlo simulation: from compression behavior to connection modeling

A multiscale method for semi-linear elliptic equations with localized uncertainties and non-linearities

A posteriori error estimation and adaptive strategy for PGD model reduction applied to parametrized linear parabolic problems

Toward 4D Mechanical Correlation

New bounding techniques for goal-oriented error estimation applied to linear problems

An enhanced method with local energy minimization for the robust a posteriori construction of equilibrated stress fields in finite element analyses

On the techniques for constructing admissible stress fields in model verification: Performances on engineering examples

A data-driven statistical inverse identification method for phase field modeling of fracture in random heterogeneous elastic media

A data-driven identification method based on neural networks for solving statistical inverse problems in computational mechanics

Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media: Forward Numerical Simulations and Sensitivity Analysis

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'épicéa

Identification of a Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media

On the Design of Artificial Neural Networks for solving Statistical Inverse Problems in Computational Biomechanics

Statistical inverse problem for the mesoscale model of apparent elasticity properties by training an artificial neural network

Robust identification of geometrical and mechanical properties using artificial neural networks for cortical bone damage prediction

Artificial neural network for a robust identification of apparent elasticity properties at mesoscale with limited experimental measurements

On the Solution of Statistical Inverse Problems using Machine Learning Methods based on Artificial Neural Networks

An artificial neural network-based identification method applied to a random elasto-acoustic wave propagation problem in computational biomechanics

A probabilistic artificial neural network for a robust identification of the random apparent elasticity tensor field at mesoscale

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 properties

Experimental identification of mesoscopic elasticity tensor field for heterogeneous materials with complex microstructure using multiscale experimental imaging measurements

Neural network prediction of cortical bone damage using a stochastic computational mechanical model

Identification of the elastic properties of particle boards and stochastic simulation of wood-based furniture

Multiscale identification of apparent elastic properties at meso-scale for materials with complex microstructure using experimental imaging measurements

Multiscale Method with Patches for the Solution of Linear Parabolic Equations with Localized Uncertainties

Identification of the Mechanical Properties of Particle Boards and Stochastic Simulation of the Behavior of Furniture

A multiscale method with patches for the propagation of localized uncertainties in structural dynamics

Certification of PGD reduced models using a posteriori error estimation and adaptive strategies

Image-based multiscale modeling of bone elasticity: how to make the most out of uncertainty?

Contributions académiques à l'ANR ICARE

On the control of PGD reduced-order approximations: error estimation and adaptivity

Multiscale method with patches for the solution of non-linear stochastic problems with localized uncertainties and non-linearities

Multiscale domain decomposition method for solving high-dimensional non-linear stochastic problems with localized uncertainties and non-linearities

Multiscale coupling approach for solving high-dimensional stochastic problems featuring localized uncertainties and non-linearities

On the verification of PGD reduced-order models

New bounding techniques for goal-oriented error estimation in FE simulations

Toward alternative bounding techniques for robust goal-oriented error estimation applied to linear problems

Recent advances in the control of PGD-based approximations

Vérification et validation de modèles dédiées à des quantités d'intérêt

Goal-oriented control of PGD-based simulations

Multiscale method with patches for the propagation of localized uncertainties in stochastic models

Méthode multi-échelle avec patchs pour la propagation d'incertitudes localisées dans les modèles stochastiques

Goal-oriented control of finite element models: recent advances and performances on 3D industrial applications

New advances in robust goal-oriented error estimation for FE simulations

Robust control of PGD-based reduced models

Mechanics-based verification method - application to computational models

Construction de champs admissibles pour le calcul d'erreur locale : application sur des exemples industriels

Construction of admissible fields and goal-oriented error estimation: performances on engineering examples

Crushing Modes of Aluminium Tubes under Axial Compression

Caractérisation expérimentale et simulation stochastique du comportement des meubles à base de panneaux de particules

Identification des propriétés mécaniques de panneaux de particules et simulation stochastique du comportement de meubles

A multiscale method for the propagation of localized uncertainties in linear parabolic equations

Multiscale method with patches for the propagation of localized uncertainties in (semi-)linear elliptic and parabolic equations

Putting Mechanical Content in DVC: Toward 4D Mechanical Correlation