Pierre Kerfriden

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Top Venues

Adv. Model. Simul. Eng. Sci.

SIAM J. Sci. Comput.

J. Comput. Des. Eng.

Publications

Abhishek Palchoudhary, Simone Peter, Vincent Maurel, Cristian Ovalle, Pierre Kerfriden
A plastic correction algorithm for full-field elasto-plastic finite element simulations : critical assessment of predictive capabilities and improvement by machine learning. CoRR (2024)
Anne Poot, Pierre Kerfriden, Iuri Rocha, Frans Paul van der Meer
A Bayesian approach to modeling finite element discretization error. Stat. Comput. 34 (5) (2024)
Anne Poot, Pierre Kerfriden, Iuri Rocha, Frans van der Meer
A Bayesian Approach to Modeling Finite Element Discretization Error. CoRR (2023)
Evan John Ricketts, Peter John Cleall, Tony Jefferson, Pierre Kerfriden, Paul Lyons
Near-boundary error reduction with an optimized weighted Dirichlet-Neumann boundary condition for stochastic PDE-based Gaussian random field generators. Eng. Comput. 39 (6) (2023)
I. B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer
Machine learning of evolving physics-based material models for multiscale solid mechanics. CoRR (2023)
Antoine Perney, Stéphane P. A. Bordas, Pierre Kerfriden
NURBS-based surface generation from 3D images: spectral construction and data-driven model selection. J. Comput. Des. Eng. 10 (4) (2023)
M. A. Maia, I. B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer
Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate. CoRR (2022)
Ehsan Mikaeili, Susanne Claus, Pierre Kerfriden
A novel hierarchical multiresolution framework using CutFEM. CoRR (2022)
Vasilis Krokos, Stéphane P. A. Bordas, Pierre Kerfriden
A Graph-based probabilistic geometric deep learning framework with online physics-based corrections to predict the criticality of defects in porous materials. CoRR (2022)
Matthew S. Bonney, Richard Evans, James Rouse, Arthur Jones, Pierre Kerfriden, Maxime Hamadi
Goal oriented error estimation in multi-scale shell element finite element problems. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Ehsan Mikaeili, Susanne Claus, Pierre Kerfriden
A mixed concurrent multiscale method via CutFEM technology. CoRR (2021)
Susanne Claus, Pierre Kerfriden, Faezeh Moshfeghifar, Sune Darkner, Kenny Erleben, C. Wong
Contact modeling from images using cut finite element solvers. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
I. B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning. J. Comput. Phys. X 9 (2021)
Aurèle Goetz, Ali Riza Durmaz, Martin Müller, Akhil Thomas, Dominik Britz, Pierre Kerfriden, Chris Eberl
Addressing materials' microstructure diversity using transfer learning. CoRR (2021)
Vasilis Krokos, Viet Bui Xuan, Stéphane P. A. Bordas, Philippe Young, Pierre Kerfriden
Bayesian Convolutional Neural Networks as probabilistic surrogates for the fast prediction of stress fields in structures with microscale features. CoRR (2020)
I. B. C. M. Rocha, Pierre Kerfriden, F. P. van der Meer
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning. CoRR (2020)
Chao Liu, Léopold Le Roux, Ze Ji, Pierre Kerfriden, Franck Lacan, Samuel Bigot
Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing. KES (2020)
Pierre Kerfriden, Susanne Claus, I. Mihai
A mixed-dimensional CutFEM methodology for the simulation of fibre-reinforced composites. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Anthony Surleraux, Romain Lepert, Jean-Philippe Pernot, Pierre Kerfriden, Samuel Bigot
Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining. J. Comput. Inf. Sci. Eng. 20 (3) (2020)
Susanne Claus, Samuel Bigot, Pierre Kerfriden
CutFEM Method for Stefan-Signorini Problems with Application in Pulsed Laser Ablation. SIAM J. Sci. Comput. 40 (5) (2018)
Navid Rahimi, Pierre Kerfriden, Frank C. Langbein, Ralph R. Martin
CAD Model Simplification Error Estimation for Electrostatics Problems. SIAM J. Sci. Comput. 40 (1) (2018)
Susanne Claus, Pierre Kerfriden
A CutFEM method for two-phase flow problems. CoRR (2018)
Susanne Claus, Pierre Kerfriden
A stable and optimally convergent LaTIn-Cut Finite Element Method for multiple unilateral contact problems. CoRR (2017)
Hadrien Courtecuisse, Jérémie Allard, Pierre Kerfriden, Stéphane P. A. Bordas, Stephane Cotin, Christian Duriez
Real-time simulation of contact and cutting of heterogeneous soft-tissues. Medical Image Anal. 18 (2) (2014)
Vinh Phu Nguyen, Pierre Kerfriden, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis suitable trivariate NURBS representation of composite panels with a new offset algorithm. Comput. Aided Des. 55 (2014)
Pierre Kerfriden, Juan José Ródenas García, Stéphane Pierre-Alain Bordas
Certification of projection-based reduced order modelling in computational homogenisation by the Constitutive Relation Error CoRR (2013)
Vinh Phu Nguyen, Pierre Kerfriden, Stéphane P. A. Bordas
Isogeometric cohesive elements for two and three dimensional composite delamination analysis CoRR (2013)
Olivier Allix, Pierre Gosselet, Pierre Kerfriden, Karin Saavedra
Virtual Delamination Testing through Non-Linear Multi-Scale Computational Methods: Some Recent Progress CoRR (2013)
Octavio Andrés González-Estrada, Juan José Ródenas García, Stéphane P. A. Bordas, Enrique Nadal, Pierre Kerfriden, Francisco Javier Fuenmayor Fernández
Locally equilibrated stress recovery for goal oriented error estimation in the extended finite element method. CoRR (2013)
Olivier Allix, Pierre Kerfriden, Pierre Gosselet
On the control of the load increments for a proper description of multiple delamination in a domain decomposition framework CoRR (2011)
Octavio A. González-Estrada, Juan José Ródenas, Stéphane P. A. Bordas, Marc Duflot, Pierre Kerfriden, Eugenio Giner
On the role of enrichment and statical admissibility of recovered fields in a-posteriori error estimation for enriched finite element methods. CoRR (2011)