Data-driven width spread prediction model improvement and parameters optimization in hot strip rolling process. - Yanjiu Zhong; Jingcheng Wang; Jiahui Xu; Jun Rao; Kangbo Dang (Appl. Intell., 2023)

Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems With Trajectory-Based Initial Control Policy. - Jiahui Xu; Jingcheng Wang; Jun Rao; Shunyu Wu; Yanjiu Zhong (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Prediction of Energy Consumption in Horizontal Roughing Process of Hot Rolling Strip Based on TDADE Algorithm. - Yanjiu Zhong; Jingcheng Wang; Jiahui Xu; Shunyu Wu; Jun Rao; Kangbo Dang (IEEE Trans Autom. Sci. Eng., 2024)

Reinforcement Learning Controller Design for Discrete-Time-Constrained Nonlinear Systems With Weight Initialization Method. - Jiahui Xu; Jingcheng Wang; Yanjiu Zhong; Jun Rao; Shunyu Wu (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Parallel Cross Entropy Policy Gradient Adaptive Dynamic Programming for Optimal Tracking Control of Discrete-Time Nonlinear Systems. - Jiahui Xu; Jingcheng Wang; Jun Rao; Yanjiu Zhong; Shunyu Wu; Qifang Sun (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Novel Series-Concatenation Hybrid Prediction Model of Energy Consumption in Hot Strip Roughing Process With Multi-Step Rolling. - Yanjiu Zhong; Jingcheng Wang; Jun Rao; Jiahui Xu; Shunyu Wu (IEEE Trans Autom. Sci. Eng., 2024)

An interpretable unsupervised capsule network via comprehensive contrastive learning and two-stage training. - Ru Zeng; Yan Song 002; Yanjiu Zhong (Pattern Recognit., 2025)