杜金波，助理教授，硕导，毕业于浙江大学机械制造及其自动化专业，比利时天主教荷语鲁汶大学访问学者。主要研究方向航空航天复合材料结构健康监测、深度学习技术等，以第一作者身份在《Mechanical Systems and Signal Processing》、《International Journal of Mechanical Sciences》、《Composite Structures》、《Thin-Walled Structures》等期刊发表论文9篇。

代表性论文

1. Du Jinbo, Zeng Jie, Chen Chao, Ni Minxuan, Guo Changlong, Zhang Shuai, Wang Han*, Ding Huiming. Acoustic emission monitoring for damage diagnosis in composite laminates based on deep learning with attention mechanism. Mechanical Systems and Signal Processing, 2025, 222, 111770.

2. Du Jinbo*, Zhao Huanhuan, Yang Xin, Cui Jialin. Impact behavior of laminates: Role of energy gradients and layup. International Journal of Mechanical Sciences, 2026, 312, 111274.

3. Du Jinbo, Tian Kuo, Cui Jialin, Hao Peng*. Compressive behavior of composite laminates after multiple impacts: Effects of impact energy combinations and layup configurations. Composite Structures, 2026, 381, 120066.

4. Du Jinbo, Zhao Huanhuan, Hao Peng*, Cui Jialin, Wang Han. An experimental and numerical method to investigate the effect of repeated impact energy distribution on laminated composites. Thin-Walled Structures, 2026, 222, 114513.

5. Du Jinbo, Zeng Jie, Wang Han*, Ding Huiming, Wang Haijin, Bi Yunbo. Using acoustic emission technique for structural health monitoring of laminate composite: A novel CNN-LSTM framework. Engineering Fracture Mechanics, 2024, 309, 110447

6. Du Jinbo, Wang Han*, Chen Chao, Ni Minxuan, Guo Changlong, Zhang Shuai, Ding Huiming*, Wang Haijin, Bi Yunbo. Damage classification and evolution in composite under low-velocity impact using acoustic emission, machine learning and wavelet packet decomposition. Engineering Fracture Mechanics, 2024, 306, 110238

7. Qin Zixing, Du Jinbo*, Cui Jialin, Zhao Huanhuan, Wang Han, Bi Yunbo. Experimental and numerical methods for impact response and accumulated damage evolution mechanism of laminated composite subjected to repeated impact. Thin-Walled Structures, 2026, 218, 114123.

8. Du Jinbo, Bao Yunpeng, Wang Weiwei, Cai Qianyu, Wang Han, Cui Jialin, Dimitrios Chronopoulos, Hu Peijun. Time-frequency analysis of acoustic emission signals in composite materials under repeated impact conditions. Polymer Composites,2025, 46(13), 12407‐12420.

9. Du Jinbo, Cai Qianyu, Lu Houyu, Bao Yunpeng, Wang Han*, Cui Jialin, Ding Huiming, Dimitrios Chronopoulos, Hu Peijun. Uncertainty quantification of compressive after impact strength in laminated composites using improved Bayesian ResNet deep learning model. Polymer Composites, 2025, 46(Suppl. 3), S787‐S801.

10. Du Jinbo, Zhang Haowei, Wang Han*, Yang Yapeng, Xie Yuedong, Bi Yunbo*. Weibull distribution-based prediction model for compression after impact (CAI) strength of CFRP laminates. Materials Today Communications, 2023, 35, 105756

11. Cui Jialin*, Qu Xianqiang, Lv Chunwang, Du Jinbo. Vibrational energy flow in surface-cracked plates: A method for damage detection under sinusoidal loading. International Journal of Solids and Structures, 2025, 318, 113450

12. Cui Jialin, Lv Chunwang*, Du Jinbo. Real-time structural health monitoring of steel structures using acoustic emission signals and a KAN-LSTM deep learning framework. Engineering Structures, 2025, 344, 121328

13. Cui Jialin, Lv Chunwang, Qu Xianqiang*, Du Jinbo, Wang Hanxu, Hu Jiawei. Multi-frequency iso-surface inversion for high-resolution crack detection in Timoshenko beams. International Journal of Mechanical Sciences, 2026, 309, 111044.

14. Cui Jialin*, Du Jinbo. Investigation into acoustic emission-based methodology for precise localization of pipeline leakage sources. Measurement, 2025, 250, 117194

15. Cui Jialin*, Lv Chunwang, Qu Xianqiang, Du Jinbo, Wang Hanxu. Development of an intelligent CNN-LSTM-attention model for acoustic emission-based fracture detection and structural health monitoring in marine steel structures. Ocean, Engineering, 2025, 339, 122002.