1. A gene expression programming-based method for real-time wear estimation of disc cutter on TBM cutterhead;Tao;Neural Comput. & Applic.,2022
2. Precise cutterhead torque prediction for shield tunneling machines using a novel hybrid deep neural network;Qin;Mech. Syst. Signal Process.,2021
3. A novel LSTM-autoencoder and enhanced transformer-based detection method for shield machine cutterhead clogging;Qin;SCIENCE CHINA Technol. Sci.,2022
4. Geological information prediction for shield machine using an enhanced multi-head self-attention convolution neural network with two-stage feature extraction;Qin;Geosci. Front.,2023
5. A novel intelligent method for predicting the penetration rate of the tunnel boring machine in rocks;Zhang;Math. Probl. Eng.,2020