Nonlinear identification of IPMC actuators employing RFNN-NARX model and Particle Swarm Optimization. - Hongshuai Liu; Wenlin Chen; Jiaming Chen; Lina Hao (ROBIO, 2019)

Performance-based data-driven optimal tracking control of shape memory alloy actuated manipulator through reinforcement learning. - Hongshuai Liu; Qiang Cheng; Jichun Xiao; Lina Hao (Eng. Appl. Artif. Intell., 2022)

Sim-to-Real Transfer Reinforcement Learning for Position Control of Pneumatic Continuum Manipulator. - Qiang Cheng; Hongshuai Liu; Xifeng Gao; Ying Zhang; Lina Hao (IEEE Access, 2023)

Non-contrast assessment of blood-brain barrier permeability to water in mice: An arterial spin labeling study at cerebral veins. - Zhiliang Wei; Hongshuai Liu; Zixuan Lin; Minmin Yao; Ruoxuan Li; Chang Liu; Yuguo Li; Jiadi Xu; Wenzhen Duan; Hanzhang Lu (NeuroImage, 2023)

Quantitative performance guaranteed neural adaptive cooperative tracking control of dual-arm robots. - Hongshuai Liu; Shucai Xu; Jiafeng Song; Shuai Ma; Hongyun Jia (J. Frankl. Inst., 2025)