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Disambiguation of "Kerfriden, Pierre"

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Bayesian Convolutional Neural Networks as probabilistic surrogates for the fast prediction of stress fields in structures with microscale features.

, , , , and . CoRR, (2020)

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Pierre Gottschlich

Pierre Mattern

Pierre Mangold

Piérre Schulze

Pierre Rollin

 

Other publications of authors with the same name

Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate., , , and . CoRR, (2022)Isogeometric cohesive elements for two and three dimensional composite delamination analysis, , and . CoRR, (2013)Bayesian Convolutional Neural Networks as probabilistic surrogates for the fast prediction of stress fields in structures with microscale features., , , , and . CoRR, (2020)Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining., , , , and . J. Comput. Inf. Sci. Eng., (2020)CutFEM Method for Stefan-Signorini Problems with Application in Pulsed Laser Ablation., , and . SIAM J. Sci. Comput., 40 (5): B1444-B1469 (2018)A Bayesian approach to modeling finite element discretization error., , , and . Stat. Comput., 34 (5): 167 (October 2024)On the role of enrichment and statical admissibility of recovered fields in a-posteriori error estimation for enriched finite element methods., , , , , and . CoRR, (2011)Addressing materials' microstructure diversity using transfer learning., , , , , , and . CoRR, (2021)On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning., , and . CoRR, (2020)A Bayesian Approach to Modeling Finite Element Discretization Error., , , and . CoRR, (2023)