Prediction of Physical and Mechanical Properties for Metallic Materials Selection Using Big Data and Artificial Neural Networks

Prediction of Physical and Mechanical Properties for Metallic Materials Selection Using Big Data and Artificial Neural Networks

In this work, a computer-aided tool is developed to predict relevant physical and mechanical properties that are involved in the selection tasks of metallic materials. The system is based on the use of artificial neural networks supported by big data collection of information about the technological...

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Bibliographic Details
Main Authors: D. Merayo, A. Rodriguez-Prieto, A. M. Camacho
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
big data
material selection
multilayer feedforward networks
neural network
property prediction
Online Access:https://ieeexplore.ieee.org/document/8955883/

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