Cascade Process Modeling with Mechanism-Based Hierarchical Neural Networks. - Qiumei Cong; Wen Yu 001; Tianyou Chai (Int. J. Neural Syst., 2010)

Multiple Leaks Detection in Fluid Pipeline Based on Improved VMD and TWSVM. - Xianming Lang; Wenqiang Yuan; Lin Zhang; Jiangtao Cao; Siyu Lu; Qiumei Cong; Lin Luo; Ping Li 012 (ICCA, 2020)

Coordinated optimization control of shield machine based on dynamic fuzzy neural network direct inverse control. - Xuanyu Liu; Wentao Wang; Yudong Wang; Cheng Shao; Qiumei Cong (Trans. Inst. Meas. Control, 2021)

Improving self-organizing recursive fuzzy neural network's performance with Boston matrix. - Shuaishuai Yang; Qiumei Cong; Wen Yu 001; Jian Yang; Jian Song (J. Intell. Fuzzy Syst., 2022)

Autonomous intelligent control of earth pressure balance shield machine based on deep reinforcement learning. - Xuanyu Liu; Wenshuai Zhang; Cheng Shao; Yudong Wang; Qiumei Cong (Eng. Appl. Artif. Intell., 2023)

Autonomous collaborative optimization control of earth pressure balance shield machine based on hierarchical control architecture. - Xuanyu Liu; Wenshuai Zhang; Cheng Shao; Yudong Wang; Qiumei Cong; Lili Ma (Eng. Appl. Artif. Intell., 2024)

Prediction of cutterhead torque change trend of shield machine based on partial state visible HMM and LSTM. - Xuanyu Liu; Mengting Jiang; Cheng Shao; Yudong Wang; Qiumei Cong (J. Frankl. Inst., 2024)

Geological adaptive intelligent control of earth pressure balance shield machine based on deep reinforcement learning. - Xuanyu Liu; Wenshuai Zhang; Cheng Shao; Yudong Wang; Qiumei Cong (Artif. Intell. Rev., 2024)