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European Journal of Environmental and Civil Engineering Volume 25, 2021 - Issue 3
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Original Articles

Artificial neural network (ANN) approach for modelling of pile settlement of open-ended steel piles subjected to compression load

Ameer A. Jebura Department of Civil Engineering, Liverpool John Moores University, Henry Cotton Building, Webster Street, Liverpool, L3 2ET, UKCorrespondence[email protected] [email protected]
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,
William Athertonb Department of Civil Engineering, Liverpool John Moores University, Peter Jost Centre, Byrom Street, Liverpool, L3 3AF, UKView further author information
,
Rafid M. Al Khaddarb Department of Civil Engineering, Liverpool John Moores University, Peter Jost Centre, Byrom Street, Liverpool, L3 3AF, UKView further author information
&
Ed Loffillb Department of Civil Engineering, Liverpool John Moores University, Peter Jost Centre, Byrom Street, Liverpool, L3 3AF, UKView further author information
Pages 429-451 | Received 24 Aug 2017, Accepted 13 Aug 2018, Published online: 08 Nov 2018

Citations (9)

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Leila Nikakhtar, Shokrollah Zare, Hossein Mirzaei Nasirabad & Behnam Ferdosi. (2022) Application of ANN-PSO algorithm based on FDM numerical modelling for back analysis of EPB TBM tunneling parameters. European Journal of Environmental and Civil Engineering 26:8, pages 3169-3186.
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Articles from other publishers (8)

Xiaojie Geng, Shunchuan Wu, Qiong Yan, Junlong Sun, Zhiyuan Xia & Zhongxin Zhang. (2023) An Optimized XGBoost Model for Predicting Tunneling-Induced Ground Settlement. Geotechnical and Geological Engineering.
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Haiyuan Wang, Shen Zhang, Jianmin Li, Yang Yuan & Feng Zhang. (2023) Classification of Low-Strain Foundation Pile Testing Signal Using Recurrent Neural Network. Buildings 13:5, pages 1228.
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Hisham A. Mahdi, Ahmed M. Ebid, Kennedy C. Onyelowe & Light I. Nwobia. (2022) Predicting the behaviour of laterally loaded flexible free head pile in layered soil using different AI (EPR, ANN and GP) techniques. Multiscale and Multidisciplinary Modeling, Experiments and Design 5:3, pages 225-242.
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Plaban Deb & Sujit Kumar Pal. (2021) Interaction behavior and load sharing pattern of piled raft using nonlinear regression and LM algorithm-based artificial neural network. Frontiers of Structural and Civil Engineering 15:5, pages 1181-1198.
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Ali Dehghanbanadaki, Mahdy Khari, Shin To Amiri & Danial Jahed Armaghani. (2020) Estimation of ultimate bearing capacity of driven piles in c-φ soil using MLP-GWO and ANFIS-GWO models: a comparative study. Soft Computing 25:5, pages 4103-4119.
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Ehsan Momeni, Mohammad Bagher Dowlatshahi, Fereydoon Omidinasab, Harnedi Maizir & Danial Jahed Armaghani. (2020) Gaussian Process Regression Technique to Estimate the Pile Bearing Capacity. Arabian Journal for Science and Engineering 45:10, pages 8255-8267.
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Mahdy Khari, Ali Dehghanbanadaki, Shervin Motamedi & Danial Jahed Armaghani. (2019) Computational estimation of lateral pile displacement in layered sand using experimental data. Measurement 146, pages 110-118.
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Ameer A. Jebur, William Atherton, Rafid M. Al Khaddar & Khalid R. Aljanabi. (2019) Performance analysis of an evolutionary LM algorithm to model the load-settlement response of steel piles embedded in sandy soil. Measurement 140, pages 622-635.
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