Pierre Kerfriden
Orcid: 0000-0002-7749-3996
According to our database1,
Pierre Kerfriden
authored at least 29 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
A plastic correction algorithm for full-field elasto-plastic finite element simulations : critical assessment of predictive capabilities and improvement by machine learning.
CoRR, 2024
2023
Near-boundary error reduction with an optimized weighted Dirichlet-Neumann boundary condition for stochastic PDE-based Gaussian random field generators.
Eng. Comput., December, 2023
NURBS-based surface generation from 3D images: spectral construction and data-driven model selection.
J. Comput. Des. Eng., July, 2023
Machine learning of evolving physics-based material models for multiscale solid mechanics.
CoRR, 2023
2022
Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate.
CoRR, 2022
A Graph-based probabilistic geometric deep learning framework with online physics-based corrections to predict the criticality of defects in porous materials.
CoRR, 2022
2021
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning.
J. Comput. Phys. X, 2021
Adv. Model. Simul. Eng. Sci., 2021
Adv. Model. Simul. Eng. Sci., 2021
2020
Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining.
J. Comput. Inf. Sci. Eng., 2020
Bayesian Convolutional Neural Networks as probabilistic surrogates for the fast prediction of stress fields in structures with microscale features.
CoRR, 2020
A mixed-dimensional CutFEM methodology for the simulation of fibre-reinforced composites.
Adv. Model. Simul. Eng. Sci., 2020
Machine Learning-enabled feedback loops for metal powder bed fusion additive manufacturing.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
2018
SIAM J. Sci. Comput., 2018
CutFEM Method for Stefan-Signorini Problems with Application in Pulsed Laser Ablation.
SIAM J. Sci. Comput., 2018
2017
A stable and optimally convergent LaTIn-Cut Finite Element Method for multiple unilateral contact problems.
CoRR, 2017
2014
Medical Image Anal., 2014
Isogeometric analysis suitable trivariate NURBS representation of composite panels with a new offset algorithm.
Comput. Aided Des., 2014
2013
Isogeometric cohesive elements for two and three dimensional composite delamination analysis
CoRR, 2013
Virtual Delamination Testing through Non-Linear Multi-Scale Computational Methods: Some Recent Progress
CoRR, 2013
Certification of projection-based reduced order modelling in computational homogenisation by the Constitutive Relation Error
CoRR, 2013
Locally equilibrated stress recovery for goal oriented error estimation in the extended finite element method.
CoRR, 2013
2011
On the role of enrichment and statical admissibility of recovered fields in a-posteriori error estimation for enriched finite element methods.
CoRR, 2011
On the control of the load increments for a proper description of multiple delamination in a domain decomposition framework
CoRR, 2011