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A strategy to formulate data-driven constitutive models from random multiaxial experiments

We present a test technique and an accompanying computational framework to obtain data-driven, surrogate constitutive models that capture the response of isotropic, elastic–plastic materials loaded in-plane stress by combined normal and shear stresses. The surrogate models are based on feed-forward...

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Detalles Bibliográficos
Autores principales: Tasdemir, Burcu, Pellegrino, Antonio, Tagarielli, Vito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789077/
https://www.ncbi.nlm.nih.gov/pubmed/36564401
http://dx.doi.org/10.1038/s41598-022-26051-y