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A novel machine learning approach for surface roughness quantification and optimization of cast-on-strap lead-antimony alloy via two-point correlation function

Surface roughness has a negative impact on the materials’ lifetime. It accelerates pitting corrosion, increases effective heat transfer, and increases the rate of effective charge loss. However, controlled surface roughness is desirable in many applications. The automotive lead-acid battery is very...

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Detalles Bibliográficos
Autores principales: Basyoni, Mohamed, Jiao, Yang, Allam, Nageh K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435582/
https://www.ncbi.nlm.nih.gov/pubmed/37591994
http://dx.doi.org/10.1038/s41598-023-39619-z