Review and application of Artificial Neural Networks models in reliability analysis of steel structures

Review and application of Artificial Neural Networks models in reliability analysis of steel structures

This paper presents a survey on the development and use of Artificial Neural Network (ANN) models in structural reliability analysis. The survey identifies the different types of ANNs, the methods of structural reliability assessment that are typically used, the techniques proposed for ANN training...

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Bibliographic Details
Main Authors: Chojaczyk, A.A., Teixeira, A.P., Neves, Luís C., Cardosa, J.B., Soares, C. Guedes
Format: Article
Published: Elsevier 2015
Subjects:
Artificial Neural Networks; Structural reliability; Monte Carlo simulation; Importance sampling; First-order reliability methods; Finite element analysis; Ultimate strength; Stiffened plates
Online Access:https://eprints.nottingham.ac.uk/42998/

Internet

https://eprints.nottingham.ac.uk/42998/

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