Jing Qian

Tunnel Water Inflow Prediction and Uncertainty Quantification Using Vine Copula-Coupled Sparse Polynomial Chaos Expansion

Accurate prediction and uncertainty quantification of tunnel water inflow are critical for construction safety, risk mitigation, and groundwater-control planning. However, conventional analytical and numerical methods are often limited by simplified assumptions and high computational cost, while many machine learning m...