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A Data-Driven Learning Method for Constitutive Modeling: Application to Vascular Hyperelastic Soft Tissues

We address the problem of machine learning of constitutive laws when large experimental deviations are present. This is particularly important in soft living tissue modeling, for instance, where large patient-dependent data is found. We focus on two aspects that complicate the problem, namely, the p...

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Detalles Bibliográficos
Main Authors: David González, Alberto García-González, Francisco Chinesta, Elías Cueto
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2020-05-01
Series:Materials
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Acceso en liña:https://www.mdpi.com/1996-1944/13/10/2319
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