Mean limiting pressure factors determination in contiguous pile walls using RAFELA and nonlinear regression models in spatially random soil

Mean limiting pressure factors determination in contiguous pile walls using RAFELA and nonlinear regression models in spatially random soil

This study employs random adaptive finite element limit analysis (RAFELA) combined with advanced machine learning (ML) techniques to predict the mean limiting pressure factor in contiguous pile walls (CPWs). Two nonlinear regression models, multivariate adaptive regression splines (MARS) and the gro...

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Bibliographic Details
Main Authors: Divesh Ranjan Kumar, Sittha Kaorapapong, Warit Wipulanusat, Suraparb Keawsawasvong
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Random adaptive finite element limit analysis
Machine learning
Contiguous pile walls
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025005146
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