Estimative of shaft and tip bearing capacities of single piles using multilayer perceptrons

There are an increasing number of studies that use the artificial neural networks (ANN) as a prediction tool in the field of foundations with satisfactory results. In this paper, multilayer perceptrons are used to develop prediction models for the shaft and tip bearing capacities of single piles bas...

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Bibliographic Details

Published in:	Soils & rocks Vol. 45; no. 3; pp. 1 - 14
Main Authors:	Amâncio, Luciana, Dantas Neto, Silvrano, Cunha, Renato
Format:	Journal Article
Language:	English
Published:	Associação Brasileira de Mecânica dos Solos 01.07.2022
Subjects:	ENGINEERING, CIVIL Multilayer perceptrons Standard Penetration Test Pile tip bearing capacity Instrumented load tests Pile shaft bearing capacity
ISSN:	1980-9743, 2675-5475, 2675-5475
Online Access:	Get full text
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