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…