... accurately is vital for effective designs and risk mitigation. This study combines constitutive modelling with machine learning to enhance the predictive capability of swell behaviour in expansive clays. The constitutive swell model introduced by Liu et al. was evaluated by experimental one...

...Merrick Jones; Richard Kelly; Shan Huang; Jinsong Huang Bayesian updating is a machine learning tool that has been used to assess the performance of an embankment constructed on soft ground, which incorporates measured data to evaluate key geotechnical parameters. The method is computationally...