Evaluation of thin film material properties using a deep nanoindentation and ANN

Due to the substrate effect, there are several difficulties to evaluate the material properties of thin films via nanoindentation. In this study, an inverse analysis method based on an artificial neural network (ANN) is proposed to obtain free-volume-model (FVM) parameters of thin film metallic glas...

Full description

Bibliographic Details
Main Authors: Giyeol Han, Karuppasamy Pandian Marimuthu, Hyungyil Lee
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Materials & Design
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127522006220