Title: Some Applications of Artificial Neural Network in Nuclear Engineering
Publisher: LAP Lambert Academic Publishing
Publication Date: 2013
Language: English
ISBN 10: 3659384186
ISBN 13: 9783659384189
Binding: Soft cover
Condition: New

About this title

Synopsis

In this book some applications of artificial neural network in nuclear engineering are presented. In densitometry, number of scattered and counted gamma photons highly depends on material density. Using this relation, two different multi-layer perceptron artificial neural networks are proposed to predict material density. The results of proposed ANNs show that the presented model could be employed in densitometry of materials. Furthermore, the development of an ANN model for prediction of the highest value of X-ray yield in PFs is showed. The comparison between predicted and experimental results by ANN model illustrates that there is a good adaptation between them. So, the MLP architecture can be applied as a high efficient tool to predict the highest value of X-ray yield in the PFs.

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