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Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization

In this paper, we present new reliable model order reduction strategies for computational micromechanics. The difficulties rely mainly upon the high dimensionality of the parameter space represented by any load path applied onto the representative volume element. We take special care of the challeng...

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Detalles Bibliográficos
Autores principales: Goury, Olivier, Amsallem, David, Bordas, Stéphane Pierre Alain, Liu, Wing Kam, Kerfriden, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7175740/
https://www.ncbi.nlm.nih.gov/pubmed/32355384
http://dx.doi.org/10.1007/s00466-016-1290-2