Investigation on Performance of Neural Networks Using Quadratic Relative Error Cost Function. - Ning Zhang 034; Shuilong Shen; Annan Zhou; Ye-Shuang Xu (IEEE Access, 2019)

Real-Time Dynamic Earth-Pressure Regulation Model for Shield Tunneling by Integrating GRU Deep Learning Method With GA Optimization. - Mingyu Gao; Ning Zhang 034; Shuilong Shen; Annan Zhou (IEEE Access, 2020)

Application of LSTM approach for modelling stress-strain behaviour of soil. - Ning Zhang 034; Shuilong Shen; Annan Zhou; Yin-Fu Jin (Appl. Soft Comput., 2021)

Enhancement of neural networks with an alternative activation function tanhLU. - Shuilong Shen; Ning Zhang 034; Annan Zhou; Zhen-Yu Yin 001 (Expert Syst. Appl., 2022)

A scale-adaptive Mask R-CNN strategy for foreground particle segmentation and geometrical analysis of granular aggregates. - Haoran Zhang; Zhen-Yu Yin 001; Ning Zhang 034; Xiang Wang; Zhi Ding (Appl. Soft Comput., 2024)

Self-supervised Transformer for 3D point clouds completion and morphology evaluation of granular particle. - Haoran Zhang; Zhenyu Yin 001; Ning Zhang 034; Xiang Wang (Appl. Soft Comput., 2025)