"Data-Driven and Physics-Informed Bayesian Sparse Dictionary Learning for Tunnelling-Induced Settlement Prediction"

Hozaifa will present his ongoing research on predicting tunnelling-induced ground settlement using Bayesian Sparse Dictionary Learning, a data-driven framework combining ground modelling, finite element analysis, and uncertainty quantification from sparse monitoring data. The approach enables improved settlement prediction from sparse monitoring data, a common challenge in urban tunnelling projects.