This surrogate model consists of an Artificial Neural Network trained based on detailed analyses performed using PLAXIS 2D with London Clay modelled using IC MAGE M01 model (non-linear elastic, perfectly plastic). The 90 samples used to establish the surrogate were determined using a novel adaptive batch samping method (CV-BASHES).