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Predicting the Non-Deterministic Response of a Micro-Scale Mechanical Model Using Generative Adversarial Networks

Recent improvements in micro-scale material descriptions allow to build increasingly refined multiscale models in geomechanics. This often comes at the expense of computational cost which can eventually become prohibitive. Among other characteristics, the non-determinism of a micro-scale response ma...

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Detalles Bibliográficos
Autores principales: Argilaga, Albert, Zhuang, Duanyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838419/
https://www.ncbi.nlm.nih.gov/pubmed/35160911
http://dx.doi.org/10.3390/ma15030965