Predictions of the mechanical properties of unidirectional fibre composites by supervised machine learning

We present an application of data analytics and supervised machine learning to allow accurate predictions of the macroscopic stiffness and yield strength of a unidirectional composite loaded in the transverse plane. Predictions are obtained from the analysis of an image of the material microstructur...

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Detalles Bibliográficos
Autores principales: Pathan, M. V., Ponnusami, S. A., Pathan, J., Pitisongsawat, R., Erice, B., Petrinic, N., Tagarielli, V. L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6764947/
https://www.ncbi.nlm.nih.gov/pubmed/31562346
http://dx.doi.org/10.1038/s41598-019-50144-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6764947/
https://www.ncbi.nlm.nih.gov/pubmed/31562346
http://dx.doi.org/10.1038/s41598-019-50144-w

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