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20132021
most citedOn-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning

52 citations · 52 across the 1 of their papers we have counts for

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math.NA2020★ 52 cited

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

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

Concurrent multiscale finite element analysis (FE2) is a powerful approach for high-fidelity modeling of materials for which a suitable macroscopic constitutive model is not availa…

math.NA2013

Virtual Delamination Testing through Non-Linear Multi-Scale Computational Methods: Some Recent Progress

Olivier Allix, Pierre Gosselet, Pierre Kerfriden +1

This paper deals with the parallel simulation of delamination problems at the meso-scale by means of multi-scale methods, the aim being the Virtual Delamination Testing of Composit…