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  4. Synthetic Dataset of Anchored Backfilled Quay Walls for Surrogate Model Development
 
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Synthetic Dataset of Anchored Backfilled Quay Walls for Surrogate Model Development

Citation Link: https://doi.org/10.15480/882.17196
Type
Simulation Data
Version
01
Date Issued
2026-05-29
Author(s)
Cerek, Kacper  orcid-logo
Geotechnik und Baubetrieb B-5  
Contact
Cerek, Kacper  orcid-logo
Geotechnik und Baubetrieb B-5  
Language
English
DOI
https://doi.org/10.15480/882.17196
TORE-URI
https://hdl.handle.net/11420/63215
Abstract
This data publication comprises a synthetic databank obtained through numerical simulation of an anchored, backfilled sheet pile quay wall. The simulations were executed using the finite element method (FEM) within the commercial software package PLAXIS 2D in version 2024.3 driven via a remote Python scripting interface. The databank is designed to facilitate foundations for supervised machine learning architectures, such as neural network-based surrogate modelling, for soil-structure interaction problems without requiring computationally intensive continuum calculations.
Subjects
Synthetic dataset
Surrogate modelling
Quay walls
Geotechnical engineering
Harbour structures
Latin hypercube sampling
DDC Class
624.15: Geotechnical Engineering
License
https://creativecommons.org/publicdomain/mark/1.0/
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QW_H10.0_za2.2_tw4.6_AZ 38-700N_EAa2180100_qs20_Wa3.6_Wg1.0_IDs80_IDb24.full

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00_ReadMe_quaywalls_synthetic.pdf

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summary_results_LHS.txt

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