A computational framework to establish data-driven constitutive models for time- or path-dependent heterogeneous solids

Abstract We propose and implement a computational procedure to establish data-driven surrogate constitutive models for heterogeneous materials. We study the multiaxial response of non-linear n-phase composites via Finite Element (FE) simulations and computational homogenisation. Pseudo-random, multi...

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Autores principales: Weijian Ge, Vito L. Tagarielli
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/8c6f3d270e9143ca9b35312983a993bd
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