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Pierre Kerfriden

75
Documents

Publications

A Statistical Finite Element Method Integrating a Plurigaussian Random Field Generator for Multi-scale Modelling of Solute Transport in Concrete

Evan John Ricketts , Brubeck Lee Freeman , Peter John Cleall , Anthony Jefferson , Pierre Kerfriden
Transport in Porous Media, 2023, 148 (1), pp.95-121. ⟨10.1007/s11242-023-01930-8⟩
Article dans une revue hal-04528228v1

Generalized isogeometric boundary element method for uncertainty analysis of time-harmonic wave propagation in infinite domains

Leilei Chen , Haojie Lian , Yanming Xu , Shengze Li , Zhaowei Liu
Applied Mathematical Modelling, 2023, 114, pp.360-378. ⟨10.1016/j.apm.2022.09.030⟩
Article dans une revue hal-04528230v1

Generalized isogeometric boundary element method for uncertainty analysis of time-harmonic wave propagation in infinite domains

Leilei Chen , Haojie Lian , Yanming Xu , Shengze Li , Zhaowei Liu
Applied Mathematical Modelling, 2023, 114, pp.360-378. ⟨10.1016/j.apm.2022.09.030⟩
Article dans une revue hal-03956520v1

Representation of three-dimensional unsaturated flow in heterogeneous soil through tractable Gaussian random fields

Evan John Ricketts , Peter John Cleall , Anthony Jefferson , Pierre Kerfriden , Paul Lyons
Geotechnique, 2023, pp.1-13. ⟨10.1680/jgeot.22.00316⟩
Article dans une revue hal-04528225v1

NURBS-based surface generation from 3D images: spectral construction and data-driven model selection

Antoine Perney , Stéphane Bordas , Pierre Kerfriden
Journal of Computational Design and Engineering, 2023, 10 (4), pp.1856-1867. ⟨10.1093/jcde/qwad082⟩
Article dans une revue hal-04528226v1

Model-based simulations of pulsed laser ablation using an embedded finite element method

Yangyuanchen Liu , Susanne Claus , Pierre Kerfriden , Junqin Chen , Pei Zhong
International Journal of Heat and Mass Transfer, 2023, 204, pp.123843. ⟨10.1016/j.ijheatmasstransfer.2022.123843⟩
Article dans une revue hal-03955948v1

Near-boundary error reduction with an optimized weighted Dirichlet–Neumann boundary condition for stochastic PDE-based Gaussian random field generators

Evan John Ricketts , Peter John Cleall , Tony Jefferson , Pierre Kerfriden , Paul Lyons
Engineering with Computers, 2023, 39 (6), pp.3821-3833. ⟨10.1007/s00366-023-01819-6⟩
Article dans une revue hal-04528224v1

A Bayesian multiscale CNN framework to predict local stress fields in structures with microscale features

Vasilis Krokos , Viet Bui Xuan , Stéphane Bordas , Philippe Young , Pierre Kerfriden
Computational Mechanics, 2022, 69 (3), pp.733-766. ⟨10.1007/s00466-021-02112-3⟩
Article dans une revue hal-03507497v1

Addressing materials’ microstructure diversity using transfer learning

Aurèle Goetz , Ali Riza Durmaz , Martin Müller , Akhil Thomas , Dominik Britz
npj Computational Materials, 2022, 8 (1), pp.27. ⟨10.1038/s41524-022-00703-z⟩
Article dans une revue hal-03642883v1
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Concurrent multiscale analysis without meshing: Microscale representation with CutFEM and micro/macro model blending

E. Mikaeili , Susanne Claus , Pierre Kerfriden
Computer Methods in Applied Mechanics and Engineering, 2022, 393, pp.114807. ⟨10.1016/j.cma.2022.114807⟩
Article dans une revue hal-04102146v1

Adaptive Isogeometric analysis for transient dynamics: Space–time refinement based on hierarchical a-posteriori error estimations

Peng Yu , Stéphane P.A. Bordas , Pierre Kerfriden
Computer Methods in Applied Mechanics and Engineering, 2022, 394, pp.114774. ⟨10.1016/j.cma.2022.114774⟩
Article dans une revue hal-04023226v1
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Strain localization analysis in materials containing randomly distributed voids: Competition between extension and shear failure modes

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
Journal of the Mechanics and Physics of Solids, 2022, 166, pp.104933. ⟨10.1016/j.jmps.2022.104933⟩
Article dans une revue hal-03629342v1

A probabilistic data assimilation framework to reconstruct finite element error fields from sparse error estimates: Application to sub‐modeling

James Paul Rouse , Pierre Kerfriden , Maxime Hamadi
International Journal for Numerical Methods in Engineering, 2022, 123 (23), pp.5826-5853. ⟨10.1002/nme.7090⟩
Article dans une revue hal-03955941v1

Contact modeling from images using cut finite element solvers

Susanne Claus , Pierre Kerfriden , Faezeh Moshfeghifar , Sune Darkner , Kenny Erleben
Advanced Modeling and Simulation in Engineering Sciences, 2021, 8 (1), ⟨10.1186/s40323-021-00197-2⟩
Article dans une revue hal-03507472v1

On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning

I.B.C.M. Rocha , Pierre Kerfriden , F.P. van Der Meer
Journal of Computational Physics: X, 2021, 9, pp.100083. ⟨10.1016/j.jcpx.2020.100083⟩
Article dans une revue hal-03507464v1

Goal oriented error estimation in multi-scale shell element finite element problems

Matthew Bonney , Richard Evans , James Rouse , Arthur Jones , Pierre Kerfriden
Advanced Modeling and Simulation in Engineering Sciences, 2021, 8 (1), ⟨10.1186/s40323-021-00189-2⟩
Article dans une revue hal-03507423v1
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Ductile fracture of materials with randomly distributed voids

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
International Journal of Fracture, 2021, 230, pp.193-223. ⟨10.1007/s10704-021-00562-7⟩
Article dans une revue hal-03372371v1
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Real-Time Data Assimilation in Welding Operations Using Thermal Imaging and Accelerated High-Fidelity Digital Twinning

Pablo Pereira Álvarez , Pierre Kerfriden , David Ryckelynck , Vincent Robin
Mathematics , 2021, 9 (18), pp.2263. ⟨10.3390/math9182263⟩
Article dans une revue hal-03345602v1

Automatised quality assessment in additive layer manufacturing using layer-by-layer surface measurements and deep learning

Léopold Le Roux , Chao Liu , Ze Ji , Pierre Kerfriden , Daniel Gage
Procedia CIRP, 2021, 99, pp.342-347. ⟨10.1016/j.procir.2021.03.050⟩
Article dans une revue hal-03507454v1

Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing

Chao Liu , Léopold Le Roux , Ze Ji , Pierre Kerfriden , Franck Lacan
Procedia Computer Science, 2020, 176, pp.2586-2595. ⟨10.1016/j.procs.2020.09.314⟩
Article dans une revue hal-03507504v1
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A mixed-dimensional CutFEM methodology for the simulation of fibre-reinforced composites

Pierre Kerfriden , Susanne Claus , Iulia Mihai
Advanced Modeling and Simulation in Engineering Sciences, inPress, ⟨10.1186/s40323-020-00154-5⟩
Article dans une revue hal-02529651v2

GOAL-ORIENTED MODEL ADAPTIVITY IN STOCHASTIC ELASTODYNAMICS: SIMULTANEOUS CONTROL OF DISCRETIZATION, SURROGATE MODEL AND SAMPLING ERRORS

Pierre Kerfriden , S. Claus , I. Mihai , Pedro Bonilla-Villalba , A. Kundu
International Journal for Uncertainty Quantification, 2020, 10 (3), pp.195-223. ⟨10.1615/Int.J.UncertaintyQuantification.2020031735⟩
Article dans une revue hal-03507515v1

Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining

Anthony Surleraux , Romain Lepert , Jean-Philippe Pernot , Pierre Kerfriden , Samuel Bigot
Journal of Computing and Information Science in Engineering, 2020, 20 (3), ⟨10.1115/1.4045956⟩
Article dans une revue hal-02540168v1
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Micromechanics-based surrogate models for the response of composites: A critical comparison between a classical mesoscale constitutive model, hyper-reduction and neural networks

I.B.C.M. B C M Rocha , Pierre Kerfriden , F.P. P van Der Meer
European Journal of Mechanics - A/Solids, 2020, 82, pp.103995. ⟨10.1016/j.euromechsol.2020.103995⟩
Article dans une revue hal-02539783v1
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Goal-oriented model adaptivity in stochastic elastodynamics: simultaneous control of discretisation, surrogate model and sampling errors

Pedro Bonilla-Villalba , Susanne Claus , Abhishek Kundu , Pierre Kerfriden
International Journal for Uncertainty Quantification, inPress, ⟨10.1615/Int.J.UncertaintyQuantification.2020031735⟩
Article dans une revue hal-02539789v1
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A CutFEM method for two-phase flow problems

Susanne Claus , Pierre Kerfriden
Computer Methods in Applied Mechanics and Engineering, 2019, 348, pp.185-206. ⟨10.1016/j.cma.2019.01.009⟩
Article dans une revue hal-02059066v1

Adaptivity in Bayesian Inverse Finite Element Problems: Learning and Simultaneous Control of Discretisation and Sampling Errors

Pierre Kerfriden , Abhishek Kundu , Susanne Claus
Materials, 2019, 12 (4), pp.642. ⟨10.3390/ma12040642⟩
Article dans une revue hal-02059036v1

Minimum energy multiple crack propagation. Part III: XFEM computer implementation and applications

Danas Sutula , Pierre Kerfriden , Tonie van Dam , Stéphane P.A. Bordas
Engineering Fracture Mechanics, 2018, 191, pp.257-276. ⟨10.1016/j.engfracmech.2017.08.004⟩
Article dans une revue hal-02058978v1

Minimum energy multiple crack propagation. Part I: Theory and state of the art review

Danas Sutula , Pierre Kerfriden , Tonie van Dam , Stéphane P.A. Bordas
Engineering Fracture Mechanics, 2018, 191, pp.205-224. ⟨10.1016/j.engfracmech.2017.07.028⟩
Article dans une revue hal-02058981v1

Adaptive Isogeometric analysis for plate vibrations: An efficient approach of local refinement based on hierarchical a posteriori error estimation

Peng Yu , Cosmin Anitescu , Satyendra Tomar , Stéphane Pierre Alain Bordas , Pierre Kerfriden
Computer Methods in Applied Mechanics and Engineering, 2018, 342, pp.251-286. ⟨10.1016/j.cma.2018.08.010⟩
Article dans une revue hal-02058972v1

Minimum energy multiple crack propagation. Part-II: Discrete solution with XFEM

Danas Sutula , Pierre Kerfriden , Tonie van Dam , Stéphane P.A. Bordas
Engineering Fracture Mechanics, 2018, 191, pp.225-256. ⟨10.1016/j.engfracmech.2017.07.029⟩
Article dans une revue hal-02058982v1
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A CutFEM method for Stefan-Signorini problems with application in pulsed laser ablation

Susanne Claus , Samuel Bigot , Pierre Kerfriden
SIAM Journal on Scientific Computing, 2018, 40 (5), pp.B1444-B1469. ⟨10.1137/18M1185697⟩
Article dans une revue hal-02059019v1
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A stable and optimally convergent LaTIn-CutFEM algorithm for multiple unilateral contact problems

Susanne Claus , Pierre Kerfriden
International Journal for Numerical Methods in Engineering, 2018, 113 (6), pp.938-966. ⟨10.1002/nme.5694⟩
Article dans une revue hal-02059001v1
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A fast, certified and "tuning-free" two-field reduced basis method for the metamodelling of parametrised elasticity problems

Chi Hoang , P Kerfriden , Stephane Pierre-Alain Bordas
Computer Methods in Applied Mechanics and Engineering, 2016, 298, pp.121-158
Article dans une revue hal-01087340v1
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Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization

Olivier Goury , Pierre Kerfriden , Stéphane Bordas
Computational Mechanics, 2016, 58 (2), pp.213-234. ⟨10.1007/s00466-016-1290-2⟩
Article dans une revue hal-00994923v1
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Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization

Olivier Goury , David Amsallem , Stéphane Pierre-Alain Bordas , Wing Kam Liu , Pierre Kerfriden
Computational Mechanics, 2016, 58 (2), pp.213-234. ⟨10.1007/s00466-016-1290-2⟩
Article dans une revue hal-01302831v1
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A fast, certified and " tuning free " two-field reduced basis method for the metamodelling of affinely-parametrised elasticity problems

Chi Hoang , Pierre Kerfriden , Stephane Pierre-Alain Bordas
Computer Methods in Applied Mechanics and Engineering, 2015, 10.1016/j.cma.2015.08.016, pp.48
Article dans une revue hal-01189017v1
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Real-time simulation of contact and cutting of heterogeneous soft-tissues

Hadrien Courtecuisse , Jeremie Allard , Pierre Kerfriden , Stephane Pierre-Alain Bordas , Stephane Cotin
Medical Image Analysis, 2014, 18 (2), pp.394-410. ⟨10.1016/j.media.2013.11.001⟩
Article dans une revue hal-01097108v1
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Certification of projection-based reduced order modelling in computational homogenisation by the constitutive relation error

Pierre Kerfriden , Juan José Ródenas García , Stéphane Pierre-Alain Bordas
International Journal for Numerical Methods in Engineering, 2014, 97 (6), pp.395-422. ⟨10.1002/nme.4588⟩
Article dans une revue hal-00780840v1
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A partitioned model order reduction approach to rationalise computational expenses in nonlinear fracture mechanics

Pierre Kerfriden , Olivier Goury , Timon Rabczuk , Stephane Pierre-Alain Bordas
Computer Methods in Applied Mechanics and Engineering, 2013, 256, pp.169-188. ⟨10.1016/j.cma.2012.12.004⟩
Article dans une revue hal-00696504v1
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Local/global model order reduction strategy for the simulation of quasi-brittle fracture

Pierre Kerfriden , Jean-Charles Passieux , Stephane Pierre-Alain Bordas
International Journal for Numerical Methods in Engineering, 2012, 89 (2), pp.154-179. ⟨10.1002/nme.3234⟩
Article dans une revue hal-00614657v2
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Virtual Delamination Testing through Non-Linear Multi-Scale Computational Methods: Some Recent Progress

Olivier Allix , Pierre Gosselet , Pierre Kerfriden , Karin Saavedra
CMC-Computers, Materials & Continua, 2012, 32 (2), pp.107-132. ⟨10.3970/cmc.2012.032.107⟩
Article dans une revue hal-00818003v1
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A relocalization technique for the multiscale computation of delamination in composite structures

Olivier Allix , Pierre Kerfriden , Pierre Gosselet
Computer Modeling in Engineering and Sciences, 2010, 55 (3), pp.271-292
Article dans une revue hal-00537909v1
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On the control of the load increments for a proper description of multiple delamination in a domain decomposition framework

Olivier Allix , Pierre Kerfriden , Pierre Gosselet
International Journal for Numerical Methods in Engineering, 2010, 83 (11), pp.1518-1540. ⟨10.1002/nme.2884⟩
Article dans une revue hal-00537803v1
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Bridging Proper Orthogonal Decomposition methods and augmented Newton-Krylov algorithms: an adaptive model order reduction for highly nonlinear mechanical problems

Pierre Kerfriden , Pierre Gosselet , Sondipon Adhikari , Stephane Pierre-Alain Bordas
Computer Methods in Applied Mechanics and Engineering, 2010, 200 (5-8), pp.850-866. ⟨10.1016/j.cma.2010.10.009⟩
Article dans une revue hal-00537900v1
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A three-scale domain decomposition method for the 3D analysis of debonding in laminates

Pierre Kerfriden , Olivier Allix , Pierre Gosselet
Computational Mechanics, 2009, 44 (3), pp.343-362. ⟨10.1007/s00466-009-0378-3⟩
Article dans une revue hal-00437026v1

A fast Neuber-type Finite Element simulator to calibrate a multi-mechanism HCF model of alloys with process-induced pores

Abhishek Palchoudhary , Vincent Maurel , Cristian Ovalle , Pierre Kerfriden
Fatigue 2022+1 - 13th International Fatigue Congress, Nov 2023, Hiroshima, Japan
Communication dans un congrès hal-04420369v1
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La méthode des éléments finis bayésienne

Pierre Kerfriden , Iuri Rocha , James Rouse
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-03719275v1
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Modèle de coalescence multi-fidélité par cokrigeage entre simulations sur microstructures aléatoires et cellules unitaires

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
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-03718338v1
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Une méthode mixte IA/"Inherent Strain" pour prédire les déformations en fabrication additive

Nicolas Pistenon , Hilal Sami , Sofiane Hendili , Djamel Missoum Benziane , Pierre Kerfriden
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-03717730v1

Digital Twinning to predict the residual life of composite pressure vessels

Nesrine Klebi , Pierre Kerfriden , Basile Marchand , Alain Thionnet
COMPLAS 2021 - 16th International Conference on Computational Plasticity: Fundamentals and Applications, Sep 2021, Barcelona, Spain
Communication dans un congrès hal-03797613v1

Comparison of strategies to account for X-ray-tomography-identified pores in the simulation of ductile fracture

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
XVI International Conference on Computational Plasticity, Sep 2021, Barcelona, Spain
Communication dans un congrès hal-03510947v1

Effective ductility model based on random microstructure simulations

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
25th International Congress of Theoretical and Applied Mechanics, Aug 2021, Milano (virtual), Italy
Communication dans un congrès hal-03510920v1

Ductile fracture through numerical homogenization of materials with a random population of defects

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
14th WCCM-ECCOMAS Congress 2020, Jan 2021, Paris (e-congress), France
Communication dans un congrès hal-03482045v1
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A stable cut finite element method for multiple unilateral contact

Pierre Kerfriden , Susanne Claus
25th UKACM Conference on Computational Mechanics (UKACM 2017), Apr 2017, Birmingham, United Kingdom
Communication dans un congrès hal-01494066v1
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An error bounding technique for the certification of Galerkin-POD surrogates

Pierre Kerfriden , Juan Rodenas , Pierre-Alain Bordas
11e colloque national en calcul des structures, CSMA, May 2013, Giens, France
Communication dans un congrès hal-01722104v1
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A posteriori error estimation for POD-based reduced order modelling with application in homogenisation

Pierre Kerfriden , Daniel Alves Paladim , Juan José Ródenas García , Stéphane Pierre-Alain Bordas
International Conference on Computational Mechanics (CM13), 2013, Durham, United Kingdom. pp.1-6
Communication dans un congrès hal-00760660v1
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Recent developments in local global reduction techniques for the simulation of local failure in structures.

Pierre Kerfriden , Pierre Gosselet , Jean-Charles Passieux , Stephane Bordas
10e colloque national en calcul des structures, May 2011, Giens, France. pp.Clé USB
Communication dans un congrès hal-00592674v1

POD-based model order reduction for the simulation of strong nonlinear evolutions in structures: application to damage propagation

Pierre Kerfriden , Pierre Gosselet , Sondipon Adhikari , Stéphane Bordas , Jean-Charles Passieux
WCCM/APCOM 2010, Jul 2010, Sydney, Australia. pp.012165, ⟨10.1088/1757-899X/10/1/012165⟩
Communication dans un congrès hal-00537929v1

A dedicated multiscale approach for the simulation of delamination propagation

Olivier Allix , Pierre Kerfriden , Pierre Gosselet
Complas X - 10th International Conference on Computational Plasticity, 2009, Barcelona, Spain
Communication dans un congrès hal-01224392v1
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Une stratégie micro-méso avec préconditionnement structural pour l'analyse au délaminage des composites stratifiés

Pierre Kerfriden , Olivier Allix , Pierre Gosselet
Neuvième colloque national en calcul des structures, May 2009, Giens (Var), France. pp.405-410
Communication dans un congrès hal-00437258v1

A three-scale strategy for the analysis of delamination of stratified composites

Pierre Gosselet , Pierre Kerfriden , Olivier Allix
USNCCM 10 - 10th US National Congress of Computational Mechanics, 2009, Colombus (Ohio), United States
Communication dans un congrès hal-01224391v1

Multiscale analysis of delamination in composite laminates

Pierre Kerfriden , Olivier Allix , Pierre Gosselet
6th International Conference on Computation of Shell and Spatial Structures IASS-IACM 2008: “Spanning Nano to Mega”, May 2008, Ithaca, NY, United States. http://hdl.handle.net/1813/11523
Communication dans un congrès hal-00344789v1

Towards multiscale simulation of delamination

Olivier Allix , Pierre Kerfriden , Pierre Gosselet
WCCM-8 and ECCOMAS-8 5th European Congress on Computational Methods in Applied Sciences and Engineering, Jun 2008, Venice, Italy
Communication dans un congrès hal-00344794v1

Recent developments of a multiscale strategy for crack propagation and delamination

Olivier Allix , Pierre Kerfriden , Pierre Gosselet
COMPLAS 2007- IX International Conference on Computational Plasticity, 2007, Barcelona, Spain
Communication dans un congrès hal-01224401v1

A fast Neuber-type finite element simulator to enable deep-learning-based fatigue life predictions from thermographic data

Abhishek Palchoudhary , Cristian Ovalle , Vincent Maurel , Pierre Kerfriden
Aussois 2023 - Grandes transformations : aujourd'hui.. demain, Jan 2023, Aussois, France
Poster de conférence hal-04420315v1

A multi-mechanism model for fast characterization of high cycle fatigue of alloys in the presence of process-induced pores

Abhishek Palchoudhary , Vincent Maurel , Cristian Ovalle , Pierre Kerfriden
Ecole d'été MEALOR II - Mécanique de l'Endommagement et Approche LOcale de la Rupture, Aug 2023, Banyuls - sur - Mer, France
Poster de conférence hal-04420348v1
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Étude de la rupture ductile par homogénéisation numérique de matériaux avec une répartition aléatoire de défauts

Clément Cadet , Jacques Besson , Sylvain Flouriot , Samuel Forest , Pierre Kerfriden
Colloque National Mecamat. Contraintes résiduelles : de nouveaux outils pour de nouveaux défis, Jan 2020, Aussois, France
Poster de conférence hal-03024143v1
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Improved multiscale computational strategies for delamination

Olivier Allix , Pierre Gosselet , Pierre Kerfriden
René de Borst and Ekkehard Ramm. Multiscale Methods in Computational Mechanics -- Progress and Accomplishments, Springer, pp.261-279, 2011, Lecture Notes in Applied and Computational Mechanics (55)
Chapitre d'ouvrage hal-00538642v1