https://github.com/xiaohk/soil-property-prediction

https://github.com/xiaohk/soil-property-prediction

Last synced: 12 months ago
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• Host: GitHub
• URL: https://github.com/xiaohk/soil-property-prediction
• Owner: xiaohk
• License: mit
• Created: 2021-11-18T21:10:36.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-02-22T16:10:07.000Z (over 3 years ago)
• Last Synced: 2025-05-19T06:07:40.842Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 82.9 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Back-calculation of Soil Parameters

[![license](https://img.shields.io/badge/License-MIT-brightgreen)](https://github.com/xiaohk/soil-property-prediction/blob/master/LICENSE)

[![DOI:10.1007/s11440-022-01698-z](https://img.shields.io/badge/DOI-10.1007%2Fs11440--022--01698--z-blue)](https://doi.org/10.1007/s11440-022-01698-z)

This repository contains code, data, and models for the paper [Back-calculation of soil parameters from displacement-controlled cavity expansion under geostatic stress by FEM and machine learning](https://link.springer.com/article/10.1007/s11440-022-01698-z).

## Citation

```latex

@article{patino-ramirezBackcalculationSoilParameters2022,

  title = {Back-Calculation of Soil Parameters from Displacement-Controlled Cavity Expansion under Geostatic Stress by {{FEM}} and Machine Learning},

  author = {{Patino-Ramirez}, Fernando and Wang, Zijie Jay and Chau, Duen Horng and Arson, Chloe},

  year = {2022},

  journal = {Acta Geotechnica},

  doi = {10.1007/s11440-022-01698-z},

  url = {https://link.springer.com/10.1007/s11440-022-01698-z},

  urldate = {2022-09-24},

  langid = {english}

}

```