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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)
Language
English
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
No Thumbnail Available
Name
QW_H10.0_za2.2_tw4.6_AZ 38-700N_EAa2180100_qs20_Wa3.6_Wg1.0_IDs80_IDb24.full
Size
4.1 KB
Format
Unknown
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Name
00_ReadMe_quaywalls_synthetic.pdf
Size
279.27 KB
Format
Adobe PDF
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Name
summary_results_LHS.txt
Size
350.38 MB
Format
Text