Pierre Kerfriden - Publications, H-index & Citations

Pierre Kerfriden

centre national de la recherche scientifique (cnrs)

34H指数

291论文数

4.3K被引数

收录论文 45

发表时间

A thermodynamics-constrained neural network with mechanical encoding for nonlinear viscoelastic modelling from sparse data 热力学约束神经网络与机械编码用于稀疏数据下的非线性粘弹性建模

Modelling and Simulation in Materials Science and Engineering

IF2.4

2026-01-30

PREAI

Pistenon, Nicolas; Kerfriden, Pierre; Bouvard, Jean-Luc; Munoz, Daniel Pino; Cantournet, Sabine

Stochastic simulation of three-dimensional unsaturated flow in water repellent heterogeneous soil

Computers and Geotechnics

IF6.2

2026-01-21

OAAI

Evan John Ricketts; Peter John Cleall; Anthony Jefferson; Pierre Kerfriden; Paul Lyons

AI-accelerated digital twinning for the online PDE-based control of ISBM processes with recycled PET AI加速的数字孪生技术，用于基于PDE的ISBM过程的在线控制（使用回收的PET）

International Journal of Material Forming

IF2.6

2025-11-03

PREAI

William W. Han; Pierre Kerfriden; Laurianne Viora; Christelle Combeaud; Jean-Luc Bouvard; Sabine Cantournet

A Probabilistic Cut Finite Element Method With Random Field Generator and Bayesian Model Calibration for Flow Through Rough Cracks 一种具有随机场生成器和贝叶斯模型校准的用于粗糙裂缝流动的概率切割有限元方法

International Journal for Numerical and Analytical Methods in Geomechanics

IF3.6

2025-10-17

OAAI

Brubeck Lee Freeman; Evan John Ricketts; Diane Gardner; Anthony Jefferson; Peter John Cleall; Pierre Kerfriden

A Bayesian extension to FEMU for identification of spatially varying stochastic elastic properties from digital image and volume correlation measurements 对FEMU的贝叶斯扩展，用于从数字图像和体积相关测量中识别空间变化的随机弹性特性

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2025-06-15

OAAI

Touminet, Armand; Cantournet, Sabine; Fabre, Victor; Kerfriden, Pierre

A time-discontinuous elasto-plasticity formalism to simulate instantaneous plastic flow bursts

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2025-03-01

OAAI

Lamari, M.; Kerfriden, P.; Salman, O. U.; Yastrebov, V.; Ammar, K.; Forest, S.

A plastic correction algorithm for full-field elasto-plastic finite element simulations: critical assessment of predictive capabilities and improvement by machine learning

COMPUTATIONAL MECHANICS

IF3.8

2024-10-16

OAAI

Palchoudhary, Abhishek; Peter, Simone; Maurel, Vincent; Ovalle, Cristian; Kerfriden, Pierre

Surrogate modeling by multifidelity cokriging for the ductile failure of random microstructures 通过多保真度协同克里格法对随机微结构的延性破坏进行代理建模

COMPUTATIONAL MECHANICS

IF3.8

2024-01-09

PREAI

Cadet, Clement; Flouriot, Sylvain; Forest, Samuel; Kerfriden, Pierre; de Rancourt, Victor

A graph-based probabilistic geometric deep learning framework with online enforcement of physical constraints to predict the criticality of defects in porous materials

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2024-01-01

OAAI

Krokos, Vasilis; Bordas, Stephane P. A.; Kerfriden, Pierre

Machine learning of evolving physics-based material models for multiscale solid mechanics

MECHANICS OF MATERIALS

IF4.1

2023-09-01

OAAI

Rocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.

Model-based simulations of pulsed laser ablation using an embedded finite element method 使用嵌入式有限元方法对脉冲激光烧蚀进行基于模型的模拟

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2023-05-01

OAAI

Liu, Yangyuanchen; Claus, Susanne; Kerfriden, Pierre; Chen, Junqin; Zhong, Pei; Dolbow, John E.

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

ENGINEERING WITH COMPUTERS

IF4.9

2023-04-15

OAAI

Ricketts, Evan John; Cleall, Peter John; Jefferson, Tony; Kerfriden, Pierre; Lyons, Paul

Physically recurrent neural networks for path-dependent heterogeneous materials: Embedding constitutive models in a data-driven surrogate 用于路径依赖的异质材料的物理递归神经网络: 将本构模型嵌入数据驱动的代理中

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-03-01

OAAI

Maia, M. A.; Rocha, I. B. C. M.; Kerfriden, P.; van der Meer, F. P.

Strain localization analysis in materials containing randomly distributed voids: Competition between extension and shear failure modes

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2022-09-01

OAAI

Cadet, Clement; Besson, Jacques; Flouriot, Sylvain; Forest, Samuel; Kerfriden, Pierre; Lacourt, Laurent; de Rancourt, Victor

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

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-05-01

PREAI

Yu, Peng; Bordas, Stephane Pierre Alain; Kerfriden, Pierre

Addressing materials' microstructure diversity using transfer learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-02-03

OAAI

Goetz, Aurele; Durmaz, Ali Riza; Muller, Martin; Thomas, Akhil; Britz, Dominik; Kerfriden, Pierre; Eberl, Chris

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

COMPUTATIONAL MECHANICS

IF3.8

2021-11-27

OAAI

Krokos, Vasilis; Viet Bui Xuan; Bordas, Stephane P. A.; Young, Philippe; Kerfriden, Pierre

A CutFEM method for two-phase flow problems

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2019-05-01

OAAI

Claus, Susanne; Kerfriden, Pierre

Adaptivity in Bayesian Inverse Finite Element Problems: Learning and Simultaneous Control of Discretisation and Sampling Errors 贝叶斯逆有限元问题的适应性: 学习和同时控制离散化和采样误差

MATERIALS

IF3.2

2019-02-20

OAAI

Kerfriden, Pierre; Kundu, Abhishek; Claus, Susanne

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

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2018-12-01

PREAI

Yu, Peng; Anitescu, Cosmin; Tomar, Satyendra; Bordas, Stephane Pierre Alain; Kerfriden, Pierre

研究方向