Prediction of uniaxial tensile flow using finite element-based indentation and optimized artificial neural networks

This study derives a uniaxial tensile flow from spherical indentation data using an artificial neural network (ANN) combined with finite element (FE) analysis. The feasibility of the FE-based simulations is confirmed through experimental indentation for various steels. Parametric studies of the FE s...

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Bibliographic Details
Main Authors: Kyeongjae Jeong, Hyukjae Lee, Oh Min Kwon, Jinwook Jung, Dongil Kwon, Heung Nam Han
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Materials & Design
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127520306390