The development and deployment of data-driven geotechnical design approaches for embankments on soft soils

Xiao Wan

Research output: Thesis › Doctoral Thesis

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2025
Data-driven forecasting of embankment settlement on soft soils using CRS tests data
Wan, X. & Doherty, J., 3 Jun 2025, In: Proceedings of the Institution of Civil Engineers: Geotechnical Engineering. 178, 3, p. 366-377 12 p.
Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus)
2024
From data to decision: combining Bayesian updating with a data-driven prior to forecast the settlement of embankments on soft soils
Wan, X. & Doherty, J., May 2024, In: Canadian Geotechnical Journal. 61, 5, p. 885-895 11 p.
Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus)
2022
A data-driven approach for forecasting embankment settlement accounting for multi-stage construction
Wan, X. & Doherty, J., Dec 2022, In: Computers and Geotechnics. 152, 105001.
Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Citations (Scopus)