Testing Novel Portland Cement Formulations with Carbon Nanotubes and Intrinsic Properties Revelation: Nanoindentation Analysis with Machine Learning on Microstructure Identification

Testing Novel Portland Cement Formulations with Carbon Nanotubes and Intrinsic Properties Revelation: Nanoindentation Analysis with Machine Learning on Microstructure Identification

Nanoindentation was utilized as a non-destructive technique to identify Portland Cement hydration phases. Artificial Intelligence (AI) and semi-supervised Machine Learning (ML) were used for knowledge gain on the effect of carbon nanotubes to nanomechanics in novel cement formulations. Data labellin...

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Bibliographic Details
Main Authors: Georgios Konstantopoulos, Elias P. Koumoulos, Costas A. Charitidis
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Nanomaterials
Subjects:
artificial Intelligence
machine learning
carbon nanotubes
cement microstructure
materials characterisation
nanoanalysis
Online Access:https://www.mdpi.com/2079-4991/10/4/645

Internet

https://www.mdpi.com/2079-4991/10/4/645

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