论文

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

图 10 · LSTM-PHNN 预测模型结构，展示材料参数、循环加载条件与疲劳寿命输出。

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

图 1 · 机器蝠鲼的仿生机械结构，包括主体、柔性胸鳍和尾部驱动机构。