Comment on "modelling of the APS plasma spray process using artificial neural networks: Basis, requirements and an example" by Guessasma et al. [Comput. Mater. Sci. 29 (2004) 315]

W. Sha

doi:10.1016/j.commatsci.2010.09.013

Comment on "modelling of the APS plasma spray process using artificial neural networks: Basis, requirements and an example" by Guessasma et al. [Comput. Mater. Sci. 29 (2004) 315]

W. Sha^*

^*Corresponding author for this work

Queen's University Belfast

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

This paper comments on a series of papers using artificial neural networks published in materials journals. The issues discussed include the size of the database for training a neural network, database enlargement for training a neural network, and extrapolation based on modelling results. The paper includes criticisms of other mistakes in those previously published papers.

Original language	English
Pages (from-to)	805-809
Number of pages	5
Journal	Computational Materials Science
Volume	50
Issue number	2
DOIs	https://doi.org/10.1016/j.commatsci.2010.09.013
Publication status	Published - 01 Dec 2010

Keywords

Coating properties and characteristics
Deposition yield
In-flight particle characteristics
Process modelling
Processing parameters

ASJC Scopus subject areas

General Materials Science
General Chemistry
General Computer Science
General Physics and Astronomy
Computational Mathematics
Mechanics of Materials

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10.1016/j.commatsci.2010.09.013

Cite this

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title = "Comment on {"}modelling of the APS plasma spray process using artificial neural networks: Basis, requirements and an example{"} by Guessasma et al. [Comput. Mater. Sci. 29 (2004) 315]",

abstract = "This paper comments on a series of papers using artificial neural networks published in materials journals. The issues discussed include the size of the database for training a neural network, database enlargement for training a neural network, and extrapolation based on modelling results. The paper includes criticisms of other mistakes in those previously published papers.",

keywords = "Coating properties and characteristics, Deposition yield, In-flight particle characteristics, Process modelling, Processing parameters",

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N2 - This paper comments on a series of papers using artificial neural networks published in materials journals. The issues discussed include the size of the database for training a neural network, database enlargement for training a neural network, and extrapolation based on modelling results. The paper includes criticisms of other mistakes in those previously published papers.

AB - This paper comments on a series of papers using artificial neural networks published in materials journals. The issues discussed include the size of the database for training a neural network, database enlargement for training a neural network, and extrapolation based on modelling results. The paper includes criticisms of other mistakes in those previously published papers.

KW - Coating properties and characteristics

KW - Deposition yield

KW - In-flight particle characteristics

KW - Process modelling

KW - Processing parameters

UR - https://www.scopus.com/pages/publications/78449236545

U2 - 10.1016/j.commatsci.2010.09.013

DO - 10.1016/j.commatsci.2010.09.013

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Comment on "modelling of the APS plasma spray process using artificial neural networks: Basis, requirements and an example" by Guessasma et al. [Comput. Mater. Sci. 29 (2004) 315]

Abstract

Keywords

ASJC Scopus subject areas

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