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ASM Handbook

Fundamentals of Modeling for Metals Processing

Edited by
D.U. Furrer
D.U. Furrer
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S.L. Semiatin
S.L. Semiatin
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ASM International
Volume
22A
ISBN electronic:
978-1-62708-196-2
Publication date:
2009
Book Chapter

Application of Neural-Network Models

By
Wei Sha
Wei Sha
Queen's University
,
Belfast
,
United Kingdom
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Savko Malinov
Savko Malinov
Queen's University
,
Belfast
,
United Kingdom
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Published:
2009
Page range:
553 - 565
Publication history
September 24, 2009

Abstract

Neural-network (NN) modeling is most suitable for simulations of correlations that are hard to describe or cannot be accurately predicted by physical models. This article describes the principles and procedures of NN modeling. It discusses the use of NN modeling in general organization of software and graphical user interfaces. The article also provides information on the ways to improve and upgrade the NN models.

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Wei Sha, Savko Malinov, 2009. "Application of Neural-Network Models", Fundamentals of Modeling for Metals Processing, D.U. Furrer, S.L. Semiatin

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