Solving the problem of classification of material properties using a neural network

Author:

Babushkina N E,Lyapin A A

Abstract

Abstract The article sets the task of classifying various materials and determining their belonging to a specified group using a recurrent neural network. The practical significance of the article is to obtain the results of the neural network, confirming the possibility of classifying materials by the hardness parameter using a neural network. As part of the study, a number of experimental measurements were carried out. The structure of the neural network and its main components are described. The statistical parameters of the experimental data are estimated.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference15 articles.

1. Artificial Neural Networks in Classification of Steel Grades Based on Non-Destructive Tests;Beskopylny;Materials,2020

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