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Prediction of creep failure time using machine learning

A subcritical load on a disordered material can induce creep damage. The creep rate in this case exhibits three temporal regimes viz. an initial decelerating regime followed by a steady-state regime and a stage of accelerating creep that ultimately leads to catastrophic breakdown. Due to the statist...

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Detalles Bibliográficos
Autores principales: Biswas, Soumyajyoti, Fernandez Castellanos, David, Zaiser, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547726/
https://www.ncbi.nlm.nih.gov/pubmed/33037259
http://dx.doi.org/10.1038/s41598-020-72969-6