Publications

2025

A novel neural network model considering cyclic loading condition for low-cycle fatigue life prediction

International Journal of Fatigue · 2025

Hongguang Zhou, Ziming Wang, Yunpeng Zhao, Congjie Kang, Xiaohui Yu

International Journal of Fatigue · 197, 108943

10.1016/j.ijfatigue.2025.108943

Figure 10. LSTM-PHNN architecture linking material parameters and cyclic loading conditions to predicted fatigue life.

2024

Design and Hydrodynamic Simulation of a Novel Manta Ray Robot with Flexible Pectoral Fins

IEEE ROBIO · 2024

Mengqi Yang, Yixin Zhang, Shenghua Zhu, Ziming Wang, Wenjing Wan, Xingjian Wang, Shaoping Wang

IEEE International Conference on Robotics and Biomimetics (ROBIO) · 826–831

10.1109/ROBIO64047.2024.10907448

Figure 1. Mechanical structure of the manta ray robot, with its main body, flexible pectoral fins, and tail actuation.