52 citations · 52 across the 1 of their papers we have counts for
3 papers
Addressing materials' microstructure diversity using transfer learning
Aurèle Goetz, Ali Riza Durmaz, Martin Müller +4
Materials' microstructures are signatures of their alloying composition and processing history. Therefore, microstructures exist in a wide variety. As materials become increasingly…
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…
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…