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Keywords: Surrogate modelling
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Journal Articles
Machine Learning and Data Science in Geotechnics (2026) 2 (1): 135–152.
Published: 08 June 2026
...Kacper Cerek; Duy Anh Dao; Elnaz Hadjiloo; Jürgen Grabe Purpose This state-of-the-art paper provides an overview of surrogate modelling methods suitable for geotechnical engineering, covering the entire cycle of model development. Design/methodology/approach The paper discusses neural network...
Journal Articles
Machine Learning and Data Science in Geotechnics (2026) 2 (1): 1–19.
Published: 01 January 2026
... to the original publication and authors. The full terms of this licence may be seen at Link to the terms of the CC BY 4.0 licence. Soil constitutive model Surrogate modelling Global sensitivity analysis Bayesian calibration Cyclic loading Uncertainty quantification National Research...
