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ASM Handbook
Fundamentals of Modeling for Metals Processing
Edited by
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
Search for other works by this author on:
-
Published:2009
Page range:
553 - 565
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.
Topics
Modeling tools and methods
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Citation
Wei Sha, Savko Malinov, Application of Neural-Network Models, Fundamentals of Modeling for Metals Processing, Vol 22A, ASM Handbook, Edited By D.U. Furrer, S.L. Semiatin, ASM International, 2009, p 553–565, https://doi.org/10.31399/asm.hb.v22a.a0005407
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