代表性论文:
1. Jiaming Zhou, Yinshan Cai, Longlei Dong, Bo Zhang, Zhike Peng. Data-physics hybrid-driven deep learning method for impact force identification [J]. Mechanical Systems and Signal Processing, 2024, 211: 111238.
2. Ouyang, Qinshan, Longlei Dong*, Jian Liu, Jiaming Zhou*. A scaled derivative-based DMDc method for modelling multiple-input multiple-output mechanical systems. Applied Mathematical Modelling, 2025, 140: 115866.
3. Jiaming Zhou, Longlei Dong, Wei Guan, Jian Yan. Impact load identification of nonlinear structures using deep Recurrent Neural Network[J]. Mechanical Systems and Signal Processing, 2019, 133: 106292.
4. Jiaming Zhou, Longlei Dong, Jian Yan, Wei Guan. Optimization design framework: Guiding the design of nonlinear structures with experimental data and machine learning[J]. International Journal of Applied Electromagnetics and Mechanics, 2020, 64(1-4): 853-859.
5. 周嘉明, 董龙雷, 孟超, 孙海亮. 基于强化学习的随机振动主动控制策略[J]. 振动与冲击, 2021, 40(16): 281-286.
专利及软件著作:
授权国家发明专利8项,软件著作权2项。