A Multifidelity Neural Network Model for Predicting Deformation in Deep Excavations and Nearby Existing Tunnels

Abstract

Abstract Numerical modeling is an effective approach to investigating deformation responses caused by deep excavations; however, it often shows discrepancies when compared with field measurements. To this end, this study develops a multifidelity neural ...