An Investigation of Nanomechanical Properties of Materials using Nanoindentation and Artificial Neural Network

Abstract Mechanical properties of materials can be derived from the force-displacement relationship through instrumented indentation tests. Complications arise when establishing the full elastic-plastic stress-strain relationship as the accuracy depends on how the material’s and indenter’s parameter...

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Bibliographic Details
Main Authors: Hyuk Lee, Wai Yeong Huen, Vanissorn Vimonsatit, Priyan Mendis
Format: Article
Language:English
Published: Nature Publishing Group 2019-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-019-49780-z