[HTML][HTML] Analyzing surface settlement factors in single and twin tunnels: a review study

CY Huat, DJ Armaghani, SH Lai, H Motaghedi… - Journal of Engineering …, 2024 - Elsevier
Surface settlement (SS) resulting from tunnel excavation operations is a critical concern in
tunnel engineering due to its potential impact on adjacent structures. This review …

Application of SVR models built with AOA and Chaos map** for predicting tunnel crown displacement induced by blasting excavation

C Li, X Mei - Applied Soft Computing, 2023 - Elsevier
This study utilizes the support vector regression (SVR) model to predict the tunnel crown
displacement (TCD) induced by the blasting excavation. 95 blasting operations considering …

Applying data augmentation technique on blast-induced overbreak prediction: Resolving the problem of data shortage and data imbalance

B He, DJ Armaghani, SH Lai, P Samui… - Expert Systems with …, 2024 - Elsevier
Blast-induced overbreak in tunnels can cause severe damage and has therefore been a
main concern in tunnel blasting. Researchers have developed many machine learning …

Domain knowledge guided deep neural networks (DKG-DNN) for prediction of diaphragm wall deformation induced by excavation

H Zhao, M Wang, Y Yan - 2024 IEEE 36th International …, 2024 - ieeexplore.ieee.org
Prediction of diaphragm wall deformation is vital to intelligent construction and environment
safety in excavation engineering. This paper presents a novel prediction model entitled …