Supplementary information assoicated with the published journal article: Surrogate Modeling Framework for Cantilever Sheet Pile Wall Stability Assessment: Case Study Campus Ullevål
- Authors: Andreas‑Nizar Granitzer · Hilde Aas Nøst · Egil Monsås · Georg Erharter · Johannes Leo
- Title: Surrogate Modeling Framework for Cantilever Sheet Pile Wall Stability Assessment: Case Study Campus Ullevål
- Accepted: 16 May 2026
- DOI: https://doi.org/10.1007/s10706-026-03740-3
The main package is deepxtwin, organized into subpackages for different functionalities. (Note: Code includes executable notebooks, however, code associated with parametric FE modelling has not been uploaded due to size limitations.)
Project structure:
├───data # Parametric FE input data and FoS predictions (500 samples).
├───deepxtwin
│ ├───sampling # Latin Hypercube Sampling for sampling plan.
│ ├───surrogate # Construction and analysis.
config.toml # Configuration settings (TOML format)
poetry.lock # Dependency lock file
pyproject.toml # Project metadata and dependencies
This project uses poetry. Install by running:
poetry install # Install all dependencies
poetry shell # Activate virtual environment