Piotr Breitkopf

Publications

Article dans une revue (32)

Stochastic inference of effective material properties from crystallographic textures via Gaussian process regression Bingqian Li,Piotr Breitkopf,Ludovic Cauvin Computer Methods in Applied Mechanics and Engineering, 2026, 453, ⟨10.1016/j.cma.2026.118825⟩ Article dans une revue hal-05521213v1
Multi-scale mechanical properties of Al–Mg–Zr–Sc alloys fabricated by direct metal laser sintering: Towards single-material composites Dominic Zettel,Piotr Breitkopf,Ludovic Cauvin,Pascal Nicolay,Roland Willmann Journal of Materials Research and Technology, 2025, 35, pp.2887-2913. ⟨10.1016/j.jmrt.2025.01.237⟩ Article dans une revue hal-04937472v1
Customized Gaussian process for representing polycrystalline texture Bingqian Li,Piotr Breitkopf,Ludovic Cauvin Computer Methods in Applied Mechanics and Engineering, 2025, 440, pp.117934. ⟨10.1016/j.cma.2025.117934⟩ Article dans une revue hal-05021289v1
Primal–dual on-the-fly reduced-order modeling for large-scale transient dynamic topology optimization Manyu Xiao,Jun Ma,Xinran Gao,Piotr Breitkopf,Balaji Raghavanet al. Computer Methods in Applied Mechanics and Engineering, 2024, 428, pp.117099. ⟨10.1016/j.cma.2024.117099⟩ Article dans une revue hal-04732225v1
Impact resisting mechanism of tension-torsion coupling metamaterials Liang Meng,Mingzhe Zhong,Yushan Gao,Tong Gao,Yuliang Houet al. International Journal of Mechanical Sciences, 2024, pp.109100. ⟨10.1016/j.ijmecsci.2024.109100⟩ Article dans une revue hal-04474515v1
Revisiting the Fibonacci spiral pattern for stiffening rib design Liang Meng,Jing Zhang,Yuliang Hou,Piotr Breitkopf,Jihong Zhuet al. International Journal of Mechanical Sciences, 2023, 246, pp.108131. ⟨10.1016/j.ijmecsci.2023.108131⟩ Article dans une revue hal-04470853v1
Metamodeling techniques for CPU-intensive simulation-based design optimization: a survey Hanane Khatouri,Tariq Benamara,Piotr Breitkopf,Jean Demange Advanced Modeling and Simulation in Engineering Sciences, 2022, Efficient strategies for surrogate-based optimization including multifidelity and reduced-order models, 9 (1), pp.1-31. ⟨10.1186/s40323-022-00214-y⟩ Article dans une revue hal-04458288v1
Revisiting p-refinement in structural topology optimization M. Xiao,S. Mukherjee,Balaji Raghavan,S. Dutta,Piotr Breitkopfet al. Structures, 2021, 34, pp.3640-3646. ⟨10.1016/j.istruc.2021.09.078⟩ Article dans une revue hal-03420583v1
Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges Sougata Mukherjee,Dongcheng Lu,Balaji Raghavan,Piotr Breitkopf,Subhrajit Duttaet al. Archives of Computational Methods in Engineering, 2021, 28 (7), pp.4549-4571. ⟨10.1007/s11831-021-09544-3⟩ Article dans une revue hal-03156201v1
Correction to: From Topology Optimization Design to Additive Manufacturing: Today’s Success and Tomorrow’s Roadmap Liang Meng,Weihong Zhang,Dongliang Quan,Guanghui Shi,Lei Tanget al. Archives of Computational Methods in Engineering, 2020, 28, pp.269. ⟨10.1007/s11831-020-09445-x⟩ Article dans une revue hal-02952466v1
‘On-the-fly’ snapshots selection for Proper Orthogonal Decomposition with application to nonlinear dynamics P. Phalippou,S. Bouabdallah,Piotr Breitkopf,P. Villon,M. Zarroug Computer Methods in Applied Mechanics and Engineering, 2020, 367, pp.113120. ⟨10.1016/j.cma.2020.113120⟩ Article dans une revue hal-02952463v1
An emerging class of hyperbolic lattice exhibiting tunable elastic properties and impact absorption through chiral twisting Liang Meng,Jianxiong Shi,Chen Yang,Tong Gao,Yuliang Houet al. Extreme Mechanics Letters, 2020, 40, pp.100869. ⟨10.1016/j.eml.2020.100869⟩ Article dans une revue hal-02952462v1
Automated Identification of Defect Morphology and Spatial Distribution in Woven Composites Anna Madra,Dan-Thuy Van-Pham,Minh-Tri Nguyen,Chanh-Nghiem Nguyen,Piotr Breitkopfet al. Journal of Composites Science, 2020, 4 (4), pp.178. ⟨10.3390/jcs4040178⟩ Article dans une revue hal-03328332v1
On-the-fly model reduction for large-scale structural topology optimization using principal components analysis Manyu Xiao,Dongcheng Lu,Piotr Breitkopf,Balaji Raghavan,Subhrajit Duttaet al. Structural and Multidisciplinary Optimization, 2020, 62 (1), pp.209-230. ⟨10.1007/s00158-019-02485-3⟩ Article dans une revue hal-02531425v1
Constrained multi-fidelity surrogate framework using Bayesian optimization with non-intrusive reduced-order basis Hanane Khatouri,Tariq Benamara,Piotr Breitkopf,Jean Demange,Paul Feliot Advanced Modeling and Simulation in Engineering Sciences, 2020, 7 (1), ⟨10.1186/s40323-020-00176-z⟩ Article dans une revue hal-03328334v1
Remarks on mixed-integer formulations for hyper-reduction schemes in nonlinear dynamics Pierre Phalippou,Piotr Breitkopf,Salim Bouabdallah,Malek Zarroug,Pierre Villon Advanced Modeling and Simulation in Engineering Sciences, 2020, 7 (1), ⟨10.1186/s40323-020-00167-0⟩ Article dans une revue hal-02952458v1
Damage tolerance reliability analysis combining Kriging regression and support vector machine classification Rudy Chocat,Paul Beaucaire,Loïc Debeugny,Jean-Pierre Lefebvre,Caroline Sainvituet al. Engineering Fracture Mechanics, 2019, 216, pp.106514. ⟨10.1016/j.engfracmech.2019.106514⟩ Article dans une revue hal-03328337v1
From Topology Optimization Design to Additive Manufacturing: Today’s Success and Tomorrow’s Roadmap Liang Meng,Weihong Zhang,Dongliang Quan,Guanghui Shi,Lei Tanget al. Archives of Computational Methods in Engineering, 2019, 27 (3), pp.805-830. ⟨10.1007/s11831-019-09331-1⟩ Article dans une revue hal-04470863v1
Sparse POD modal subsets for reduced‐order nonlinear explicit dynamics Pierre Phalippou,Salim Bouabdallah,Piotr Breitkopf,Pierre Villon,Malek Zarroug International Journal for Numerical Methods in Engineering, 2019, 121 (4), pp.763-777. ⟨10.1002/nme.6243⟩ Article dans une revue hal-03328335v1
Nonlinear Shape-Manifold Learning Approach: Concepts, Tools and Applications Liang Meng,Piotr Breitkopf,Guenhael Le Quilliec,Balaji Raghavan,Pierre Villon Archives of Computational Methods in Engineering, 2018, 25 (1), pp.1. ⟨10.1007/s11831-016-9189-9⟩ Article dans une revue hal-01362497v1
Diffuse manifold learning of the geometry of woven reinforcements in composites Anna Madra,Piotr Breitkopf,Balaji Raghavan,François Trochu Comptes Rendus. Mécanique, 2018, 346 (7), pp.532-538. ⟨10.1016/j.crme.2018.04.008⟩ Article dans une revue hal-01789216v1
A parallel algorithm of ICSYM for complex symmetric linear systems in quantum chemistry Yingchun Zhang,Quanyi Lv,Manyu Xiao,Gongnan Xie,Piotr Breitkopf Computer Science Education, 2018, 19 (4), pp.387. ⟨10.7494/csci.2018.19.4.2868⟩ Article dans une revue hal-04470875v1
An objective meta-modeling approach for indentation-based material characterization Liang Meng,Balaji Raghavan,Olivier Bartier,Xavier Hernot,Gerard Mauvoisinet al. Mechanics of Materials, 2017, 107, pp.31-44. ⟨10.1016/j.mechmat.2017.01.011⟩ Article dans une revue hal-01451417v1
Towards surrogate modeling of material microstructures through the processing variables Liang Xia,Balaji Raghavan,Piotr Breitkopf Applied Mathematics and Computation, 2017, 294, pp.157-168. ⟨10.1016/j.amc.2016.08.056⟩ Article dans une revue hal-01358149v1
An insight into the identifiability of material properties by instrumented indentation test using manifold approach based on P-h curve and imprint shape Liang Meng,Piotr Breitkopf,Guénhaël Le Quilliec International Journal of Solids and Structures, 2017, 106-107, pp.13-26. ⟨10.1016/j.ijsolstr.2016.12.002⟩ Article dans une revue hal-03328341v1
A clustering method for analysis of morphology of short natural fibers in composites based on X-ray microtomography Anna Madra,Jérôme Adrien,Piotr Breitkopf,Eric Maire,François Trochu Composites Part A: Applied Science and Manufacturing, 2017, 102, pp.184-195. ⟨10.1016/j.compositesa.2017.07.028⟩ Article dans une revue hal-01613938v1
Identification of material properties using indentation test and shape manifold learning approach Liang Meng,Piotr Breitkopf,Balaji Raghavan,Gerard Mauvoisin,Olivier Bartieret al. Computer Methods in Applied Mechanics and Engineering, 2015, 297, pp.239-257. ⟨10.1016/j.cma.2015.09.004⟩ Article dans une revue hal-01196746v1
Multiscale structural topology optimization with an approximate constitutive model for local material microstructure Liang Xia,Piotr Breitkopf Computer Methods in Applied Mechanics and Engineering, 2015, 286, pp.147-167. ⟨10.1016/j.cma.2014.12.018⟩ Article dans une revue hal-01993115v1
Kriging surrogates for evolutionary multi-objective optimization of CPU intensive sheet metal forming applications Mohamed Hamdaoui,Fatima-Zahra Oujebbour,Abderrahmane Habbal,Piotr Breitkopf,Pierre Villon International Journal of Material Forming, 2014, 1960-6206 (3), pp.12. ⟨10.1007/s12289-014-1190-y⟩ Article dans une revue hal-01109996v1
Faisabilité en emboutissage : optimisation du matériau par surface de réponseFeasibility in deep drawing: optimization of material properties using response surface Arnaud Delamézière,Hakim Naceur,Piotr Breitkopf,Catherine Knopf-Lenoir,Jean-Louis Batozet al. Mécanique et Industries, 2002, 3 (2), pp.93-98 Article dans une revue hal-01994269v1
An algorithm for construction of iso-valued surfaces for finite elements Piotr Breitkopf Engineering with Computers, 1998, 14 (2), pp.146-149. ⟨10.1007/BF01213588⟩ Article dans une revue istex hal-00607372v1
Knowledge engineering enhancement of finite element analysis Piotr Breitkopf,Kleiber Michal Communications in Applied Numerical Methods, 1987, 3 (5), pp.359-366. ⟨10.1002/cnm.1630030503⟩ Article dans une revue istex hal-00607770v1

Communication dans un congrès (36)

Gaussian Process Regression for Texture Analysis: Reconstruction and Homogenization Bingqian Li,Piotr Breitkopf,Ludovic Cauvin XVIII International Conference on Computational Plasticity, COMPLAS 2025, Sep 2025, Barcelona, Spain Communication dans un congrès hal-05462804v1
TAILORED GAUSSIAN PROCESS KERNELS FOR LEARNING REPRESENTATIVE VOLUME ELEMENTS (RVE) FROM EBSD TEXTURE DATA OF POLYCRYSTALS Bingqian Li,Piotr Breitkopf,Ludovic Cauvin Digital Twins in Engineering & Artificial Intelligence and Computational Methods in Applied Science, DTE - AICOMAS 2025, Feb 2025, Paris, France Communication dans un congrès hal-05021415v1
Utilisation de fonctions d'agrégation en optimisation topologique et application au design d'aimants supraconducteurs pour les IRMs hauts champs Jason Le Coz,Justin Fischer,François Di Paola,Guillaume Dilasser,Guénhaël Le Quilliecet al. 16ème Colloque National en Calcul de Structures (CSMA 2024), CNRS; CSMA; ENS Paris-Saclay; CentraleSupélec, May 2024, Hyères, France Communication dans un congrès hal-04611061v1
Non-intrusive reduced order approximation for multi-physics problems Mainak Bhattacharyya,Delphine Brancherie,Piotr Breitkopf,Sadok Gaied 16ème Colloque National en Calcul de Structures (CSMA 2024), CNRS; CSMA; ENS Paris-Saclay; CentraleSupélec, May 2024, Hyères, France Communication dans un congrès hal-04611007v1
Réduction de la dimensionnalité de textures de métaux polycristallins Bingqian Li,Ludovic Cauvin,Piotr Breitkopf,Jianqiang Jin 16ème Colloque National en Calcul de Structures (CSMA 2024), CNRS; CSMA; ENS Paris-Saclay; CentraleSupélec, May 2024, Hyères, France Communication dans un congrès hal-04611025v1
Using a Reduced-Order Modeling strategy for accounting for texture information in the context of polycrystalline plasticity Bingqian Li,Jianqiang Jin,Ludovic Cauvin,Balaji Raghavan,Piotr Breitkopf 2023 International Conference on the Cooperation and Integration of Industry, Education, Research and Application, Nov 2023, Wuhan, China Communication dans un congrès hal-04404368v1
A NEW MODELING STRATEGY ACCOUNTING FOR MATERIAL TEXTURE Jianqiang Jin,Ludovic Cauvin,Mariana Mayer Grigoleto,Balaji Raghavan,Piotr Breitkopf 6th International Conference on Multi-scale Computational Methods for Solids and Fluids, Jun 2023, Sarajevo, Bosnia and Herzegovina Communication dans un congrès hal-04404030v1
Reduced-Order Polycrystalline Texture Representation Jianqiang Jin,Piotr Breitkopf,Ludovic Cauvin,Agathe Leclerc,Bingqian Liet al. XVII International Conference on Computational Plasticity, COMPLAS 2023, Sep 2023, Barcelona, Spain Communication dans un congrès hal-04404002v1
Model reduction in the context of polycrystalline plasticity Bingqian Li,Piotr Breitkopf,Ludovic Cauvin,Balaji Raghavan MORTech 2023 – 6th International Workshop on Model Reduction Techniques, Nov 2023, Paris-Saclay, France Communication dans un congrès hal-04403924v1
An application of Reduced-Order Model for polycrystalline plasticity Bingqian Li,Jianqiang Jin,Ludovic Cauvin,Balaji Raghavan,Piotr Breitkopf NPU-UTC Bilateral Symposium on Data-driven Simulation, Nov 2023, Xi'An, China Communication dans un congrès hal-04404373v1
Vers un paradigme d'apprentissage de variété pour la caractérisation de l'anisotropie plastique dans des métaux et des alliages métalliques Jianqiang Jin,Ludovic Cauvin,Balaji Raghavan,Piotr Breitkopf,Salima Bouvier 15ème colloque national en calcul des structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, 83400 Hyères-les-Palmiers, France Communication dans un congrès hal-03717743v1
Design of experiments for data-driven optimization in the field of direct metal laser sintering Dominic Zettel,Piotr Breitkopf,Pascal Nicolay,Roland Willmann 15ème colloque national en calcul des structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, 83400 Hyères-les-Palmiers, France Communication dans un congrès hal-03718079v1
Topology Optimization of Structures Using Higher Order Finite Elements in Analysis S. Mukherjee,D. Lu,S. Dutta,Balaji Raghavan,Piotr Breitkopfet al. International Conference on Modeling, Simulation and Optimization, CoMSO 2020, Aug 2020, Assam, India. pp.791-800, ⟨10.1007/978-981-15-9829-6_61⟩ Communication dans un congrès hal-03249937v1
Enrichissement des modèles réduits POD non intrusifs multiniveaux Hanane Khatouri,Tariq Benamara,Piotr Breitkopf,Marguin Virgile 14ème Colloque National en Calcul de Structures (CSMA 2019), CSMA, LEM3, MSME, Université de Lorraine, Arts et Métiers, CNRS, May 2019, Hyères, France Communication dans un congrès hal-04824664v1
Critère temporel pour la sélection des modes POD et application à la dynamique des structures Pierre Phalippou,Piotr Breitkopf,Salim Bouabdallah,Pierre Villon,Malek Zarroug 14ème Colloque National en Calcul de Structures (CSMA 2019), CSMA, LEM3, MSME, Université de Lorraine, Arts et Métiers, CNRS, May 2019, Hyères, France Communication dans un congrès hal-04824579v1
Machines à Vecteurs Supports pour l'approximation de contraintes de couplage en optimisation composite Dimitri Bettebghor,François-Xavier Irisarri,Piotr Breitkopf 14ème Colloque National en Calcul de Structures (CSMA 2019), CSMA, LEM3, MSME, Université de Lorraine, Arts et Métiers, CNRS, May 2019, Hyères, France Communication dans un congrès hal-04824663v1
Multi-scale characterization of highly anisotropic polycrystalline materials Balaji Raghavan,Ludovic Cauvin,Salima Bouvier,Piotr Breitkopf,Fodil Meraghni 39th Ibero-Latin-American Congress on Computational Methods in Engineering, Nov 2018, Compiègne, France Communication dans un congrès hal-04404361v1
Numerical Study of Shape-­Manifold Learning Approach Applied to Material Property Identification from Instrumented Indentations Guenhael Le Quilliec,Liang Meng,Piotr Breitkopf Indentation 2018, Sep 2018, Liège, Belgium Communication dans un congrès hal-02067066v1
Identification of Material Properties by Instrumented Indentation using Manifold Approach Guenhael Le Quilliec,Liang Meng,Piotr Breitkopf CAMTEC IV, Apr 2018, Cambridge, United Kingdom Communication dans un congrès hal-02067065v1
LPC Blade and Non-Axisymmetric Hub Profiling Optimization Using Multi-Fidelity Non-Intrusive POD Surrogates Tariq Benamara,Piotr Breitkopf,Ingrid Lepot,Caroline Sainvitu ASME Turbo Expo 2017: Turbomachinery Technical Conference and Exposition, Jun 2017, Charlotte, France. ⟨10.1115/GT2017-65106⟩ Communication dans un congrès hal-04470893v1
On the uniqueness of the elastoplastic properties identified from the indentation test on materials following the Vocé hardening law Liang Meng,Piotr Breitkopf,Balaji Raghavan,Olivier Bartier,Xavier Hernotet al. 13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France Communication dans un congrès hal-01922520v1
Implicit kriging model of fibrous reinforcements in composites based on X-ray microtomography Anna Madra,Francois Trochu,Piotr Breitkopf 13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France Communication dans un congrès hal-01922524v1
Optimisation aérodynamique assistée par métamodèles POD multi-fidélité non-intrusifs Tariq Benamara,Piotr Breitkopf,Ingrid Lepot,Caroline Sainvitu 13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France Communication dans un congrès hal-01926329v1
TUComp framework for modeling and analysis of composite materials based on X-ray microtomography Anna Madra,Francois Trochu,Piotr Breitkopf 13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France Communication dans un congrès hal-01908918v1
Evaluation de la fiabilité en Mécanique de la Rupture assistée par un classificateur de machine à vecteurs de support Rudy Chocat,Paul Beaucaire,Loïc Debeugny,Jean-Pierre Lefebvre,Caroline Sainvituet al. 13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France Communication dans un congrès hal-01926321v1
Shape Optimization in Metal Forming Applications Based on the Shape-Manifold Approach Guenhael Le Quilliec,Balaji Raghavan,Piotr Breitkopf NUMIFORM 2016 - The 12th International Conference on Numerical Methods in Industrial Forming Processes, University of Technology of Troyes, Troyes, France, Jul 2016, Troyes, France Communication dans un congrès hal-01382209v1
Vers une approche objective pour l'identification des paramètres mécaniques basée sur l'interpolation d'empreinte. Liang Meng,Balaji Raghavan,Olivier Bartier,Gerard Mauvoisin,Xavier Hernotet al. Colloque Indentation 2016, Groupe d'Indentation Multi Echelle Nord Pas-de-Calais, Oct 2016, Lille, France Communication dans un congrès hal-01371342v1
Identification of Material Parameters Using Indentation Test and Manifold Learning Approach Liang Meng,Piotr Breitkopf,Balaji Raghavan,Gerard Mauvoisin,Olivier Bartieret al. The 16th International Conference Metal Forming 2016, AGH University of Science and Technology, Kraków, Poland, Sep 2016, Krakovie, Poland Communication dans un congrès hal-01373544v1
Optimization by Shape Manifold Based on Level Set Interpolation Applied to Deep Drawing Applications Guenhael Le Quilliec,Balaji Raghavan,Piotr Breitkopf The 16th International Conference Metal Forming 2016, AGH University of Science and Technology, Kraków, Poland, Sep 2016, Krakovie, Poland Communication dans un congrès hal-01373543v1
Réduction de modèle basée sur l’apprentissage par variété appliquée à l’optimisation du procédé d’emboutissage Guenhael Le Quilliec,Balaji Raghavan,Piotr Breitkopf CSMA 2015: 12me Colloque National en Calcul des Structures, CSMA, May 2015, Presqu'ile de Giens, France Communication dans un congrès hal-01113046v1
Towards simultaneous meta-modeling for both the output and input spaces in the context of design shape optimization using asynchronous high-performance computing Balaji Raghavan,Piotr Breitkopf,Pierre Villon 2nd ECCOMAS Young Investigators Conference (YIC 2013), Sep 2013, Bordeaux, France Communication dans un congrès hal-00855842v1
Maillage et adaptation par décomposition en domaines quasi-développables Alain Rassineux,Piotr Breitkopf,Pierre Villon 9e Colloque national en calcul des structures, CSMA, May 2009, Giens, France Communication dans un congrès hal-01412120v1
Optimisation multidisciplinaire Rajan Filomeno Coelho,Li Li,Piotr Breitkopf,Catherine Knopf-Lenoir 8e Colloque national en calcul des structures, CSMA, May 2007, Giens, France Communication dans un congrès hal-01493700v1
A mixed Natural Neighbour and Diffuse Element Framework for Meshfree Methods Development Piotr Breitkopf,Francisco Chinesta,Pierre Villon,Alain Rassineux,Julien Yvonnet 6th World Congress on Computational Mechanics (WCCM-VI), 2004, Pékin, China Communication dans un congrès hal-00021211v1
Développements Récents Autour des Méthodes Sans Maillage : Application aux Procédés de Mise en Forme Francisco Chinesta,Julien Yvonnet,Elías Cueto,Piotr Breitkopf,Alain Rassineuxet al. 30 ans de modélisation numérique à l'UTC : défis et perspectives, 2004, Compiège, France Communication dans un congrès hal-00021001v1
Meshfree operators for consistent field transfert in large deformation plasticity Piotr Breitkopf,Alain Rassineux,P. Villon,Abel Cherouat,Khemais Saanouni ECCM 2001, Jun 2001, Krakow, Poland Communication dans un congrès hal-02573047v1

Poster de conférence (1)

Tailored gaussian process modeling for polycristalline texture representation Bingqian Li,Piotr Breitkopf,Ludovic Cauvin ECCOMAS Thematic Conference: Computational Modeling of Complex Materials across the Scales, May 2025, Champs-sur-Marne, France Poster de conférence hal-05462795v1

Chapitre d'ouvrage (3)

On P-refinement in Topology Optimization Sougata Mukherjee,Balaji Raghavan,Subhrajit Dutta,Piotr Breitkopf Springer Nature. Modeling, Simulation and Optimization, pp.1-17, 2024, Smart innovation, systems and technologies, ⟨10.1007/978-981-99-6866-4_1⟩ Chapitre d'ouvrage hal-04574457v1
Process-dependent material characteristics of DMLS-manufactured specimens Dominic Zettel,Roland Willmann,Pascal Nicolay,Piotr Breitkopf Quality Analysis of Additively Manufactured Metals, Elsevier, pp.73-118, 2023, ⟨10.1016/B978-0-323-88664-2.00005-1⟩ Chapitre d'ouvrage hal-04470858v1
Ingénierie des matériaux et des structures, mécanique des solides, acoustique Djimédo Kondo,Piotr Breitkopf,Robert Charlier,Paul Cristini,Valerie Deplanoet al. Rapport de conjoncture 2010 du Comité national de la recherche scientifique, CNRS Editions, pp.169-186, 2011, ISBN 978-2-271-07263-4 Chapitre d'ouvrage hal-00799637v1