在IEEE TAES、AMS，M&D领域内权威期刊上以第一/通讯作者发表SCI论文20余篇。获批软著3项，专利1项。参加国内外学术会议并做邀请报告十余次。

代表性论文：

1.  Wenzhao Wang, Yunmei Zhao*, Yan Li. Ensemble Machine Learning for  Predicting the Homogenized Elastic Properties  of Unidirectional Composites: A SHAP-based Interpretability Analysis， Acta Mechanica Sinca.  （2024）

2. Yunmei Zhao*, Zhenyue Chen, Yiqun Dong, Jingqi Tu. An interpretable LSTM deep learning modelpredicts the time-dependent swelling behavior in CERCER composite fuels, Materials Today Communications.  （2023）

3. Li, Zhongzhi and Zhang, Yiming and Ai, Jianliang and Zhao, Yunmei* and Yu, Yushu and Dong, Yiqun. A Lightweight and Explainable Data-driven Scheme for Fault Detection of Aerospace Sensors， IEEE Transactions on Aerospace and Electronic Systems （2023）

4.Zhao, J., Chen, Z., Tu, J., Zhao, Y*., & Dong, Y. (2022). Application of LSTM Approach for Predicting the Fission Swelling Behavior within a CERCER Composite Fuel. Energies, 15(23), 9053.

5.Zhao, Y., Zhang, Y., Zhang, Y, Dong, Y.*, Ai, J., Robust Fault Detection: An Application to Aircraft Air Data Sensors,  International Journal of Aerospace Engineering 2022.

6.Zhang, Y., Zhao, H., Ma, J., Zhao, Y., Dong, Y., & Ai, J. (2021). A Deep Neural Network-Based Fault Detection Scheme for Aircraft IMU Sensors. International Journal of Aerospace Engineering, 2021.

7.Yunmei Zhao, Saeed Siri, Bin Feng, David M. Pierce*. Toward Elucidating the Physiological Impacts of Residual Stresses in the Colorectum. Journal of Biomechanical Engineering, 2021,144(1), 011008.

8.Yunmei Zhao, Saeed Siri, Bin Feng, David M. Pierce*, The macro- and micromechanics of the colon and rectum II: Theoretical and Computational Methods, Bioengineering, 2020,7(4), p.152. （Invited Review）

9.Yunmei Zhao, Saeed Siri, Bin Feng, David M. Pierce*, A Computational Model of Mouse Colorectum Capturing Longitudinal and Through-thickness Biomechanical Heterogeneity. Journal of the Mechanical Behavior of Biomedical Materials, 113 (2020): 104127.

国内/国际会议报告：

• 1. International Conference on Data-Driven Computing and Machine Learning in Engineering, Beijing, 2023  （Invited talk）
• 2. 首届全国数据驱动计算力学学术研讨会 大连，2023.5.26 (Invited talk)
• 3. Summer Biomechanics, Bioengineering, & Biotransport Conference (SB3C) Virtual, Jun 2021/2020 (Invited keynote)
• 4. 15th US National Congress on Computational Mechanics, Austin TX, USA, Aug 2019. (Invited talk)
• 5. International Mechanical Engineering Congress & Exposition (IMECE 2018) Pittsburgh PA, USA, Nov 2018.
• Asia-Pacific Congress for Computational Mechanical (APCOM2013), Singapore, Dec 2013.
• The Sixth International Conference on Nonlinear Mechanics (ICNM-VI), Shanghai, Aug 2013.
• The 13th International Conference of Fracture (ICF13), Beijing China, Jun 2013.