张明明，副教授，w66利来旗舰厅，运筹与科学计算教工党支部书记，数学、统计学、应用统计硕士生导师，北京市讲述我的育人故事二等奖，北京工业

大学优秀教师标兵、立德树人优秀班主任标兵。

E-mail：mmzhang@bjut.edu.cn

通讯地址：w66旗舰厅官网 w66利来旗舰厅

基本情况：

2015 - 至今 w66旗舰厅官网 w66利来旗舰厅 副教授

2012 - 2015 北京大学 工公司湍流与复杂系统国家重点实验室 博士后

2006 - 2012 北京航空航天大学 博士

2002 - 2006 北京航空航天大学 学士

研究方向：

流固耦合动力学模拟、非线性系统PDE分析、数字孪生人工智能在航空航天、数字医疗领域的智慧应用。

承担科研项目：

入职以来主持或参与国家级项目及其它委托课题17项：

（1）国家自然科学基金青年项目，非对称导叶布局及其减振机理研究（51306003），主持，2014.01-2016.12

（2）国家自然科学基金重点项目，空天飞行器传静抑动连接结构动力学研究（12332001），参与，2024.01-2028.12

（3）工信部航空发动机及燃气轮机重大专项基础研究，******预测和抑制方法（2017-II-0009-0023）、******技术研究（2019-V-0017-0112），参与

（4）教育部现代测控技术教育部重点实验室，基于数据特征融合的航空发动机流场失稳信号智能识别技术研究（KF20221123204），主持，2022.12-2023.12

另主持北京航空航天大学合作课题5项、军队科研课题3项、北京大学工程科学高精尖中心课题1项、航天三院课题1项、中国航空发动机研究院课题1项、郑州航

空港经济实验区空港人工智能研究院课题1项，个人累计到校经费近500万元。

代表性论文：

w66旗舰厅官网优秀硕士论文指导教师，发表一作/通讯SCI论文二十余篇。

1、 Mingming Zhang, Huan Li, Simeng Bai, Xi Nan, Ning Ma, Ruoyang Liu, and Quan Wen, Collaborative Entropy Perception Application on Compressor Stall Instability with Topological Visualization, Physics of Fluids,2025,37,094113.

2、 Mingming Zhang, Zhuang Miao, Xi Nan , Ning Ma and Ruoyang Liu, Explainable Reinforcement Learning for the Initial Design Optimization of Compressors Inspired by the Black-Winged Kite, Biomimetics, 2025, 10, 497.

3、 Bin Zheng , Wenbo Luo, Mingming Zhang, Huiyuan Jin，Arrhythmia classification based on multi-input onvolutional neural network with attention mechanism. PLoS One 20(6): e0326079.

4、 Mingming Zhang, Simeng Bai, Aiguo Xia, Wei Tuo and Yongzhao Lv, Reduced Order Modeling of System by Dynamic Modal DecomPosition with Fractal Dimension Feature Embedding, Fractal and Fractional. 2024, 8, 331.

5、 Mingming Zhang, Huiyuan Jin,Ying Yang，ECG classification Efficient modeling with artificial bee colony optimization data augmentation and attention mechanism, Mathematical Biosciences and Engineering, 2024, 21(3), 4626–4647

6、 M. Zhang, J. Zhang, A. Hou, A. Xia, W. Tuo, Y. Lv, Aerodynamic system instability identification with sample entropy algorithm based on feature extraction. Propulsion and Power Research, 2023，12（1）, 138-152.

7、 Tianqi Xia, Mingming Zhang, Shaohong Wang, Dynamic System Stability Modeling Approach with Sparrow-Inspired Meta-Heuristic Optimization Algorithm, Biomimetics 2023, 8, 424.

8、 Mingming Zhang, Huiyuan Jin, Bin Zheng, Wenbo Luo, Deep Learning Modeling of Cardiac Arrhythmia Classification on Information Feature Fusion Image with Attention Mechanism, Entropy, 2023, 25, 1264.

9、 Mingming Zhang, Pan Kong, Aiguo Xia, Wei Tuo, Lvyong Zhao,Aerodynamic system machine learning modeling with grey wolf optimization support vector regression and instability identification strategy of wavelet singular spectrum，biomimetics,2023, 8, 132.

10、 Zhang, M; Zhang, J; Hou, A; Xia, A; Tuo, W, Dynamic system modeling of hybrid neural network with phase space reconstruction and stability identification strategy, Machines, 2022, 10, 122.

11、 Mingming Zhang, Pan Kong, Anping Hou，Aiguo Xia, Wei Tuo, Lvyong Zhao, Identification strategy design with the solution of wavelet singular spectral entropy algorithm for the aerodynamic system instability, aerospace. 2022, 9, 320.

12、 Mingming Zhang, Pan Kong, Anping Hou，Yuru Xu, Fractal Analysis on the Local Activity and Chaotic Motion in the Nonlinear Nonplanar Vibration for the Cantilever Beam, Fractal Fract. 2022, 6, 181.

13、 Zhang Mingming, Hou AP, Han YD, Investigation on the Mechanism and Parametric Description of Non-Synchronous Blade Vibration, ENTROPY, 2021, 23(4), 383.

14、 Zhang Mingming, Hao SR, Hou AP, Study on the Intelligent Modeling of the Blade Aerodynamic Force in Compressors Based on Machine Learning, MATHEMATICS, 2021, 9, 476.

15、 Hao SR, Zhang Mingming, Hou AP, Short-term Traffic Flow Forecast Based on DE-RBF Fussion Model, Journal of Physics: Conference Series, 2021, 1910(2021)012035.

16、 Mingming Zhang, Anping Hou.Investigation on the Flow Field Entropy Structure of Non-Synchronous Blade Vibration in an Axial Compressor, Entropy, 2020, 22(12), 1372.

17、 Mingming Zhang, Anping Hou. Investigation on unsteady separation flow control in an axial compressor using Detached-Eddy Simulation, Applied Sciences,2019,9(16),3298.

18、 Yuru Xu, Mingming Zhang, Shaowu Wu, Lawsuit category prediction based on machine learning, the 17th IEEE International Conference on Intelligence and Security Informatics,2019.

19、 Mingming Zhang, AP Hou. Investigation on Stall Inception of Axial Compressor under Inlet Rotating Distortion, Journal of Mechanical Engineering Science, 2017, 231(10): 1859-1870.

20、 TR Sun, AP Hou, Mingming Zhang. Influence of the Tip Clearance on the Aeroelastic Characteristics of a Last Stage Steam Turbine, Applied Sciences, 2019, 9(6), 1213.

21、 YX Chen, AP Hou, Mingming Zhang. Performance Estimation Method for Nonuniform Tip Clearance Cases, Journal of Propulsion and Power, 2018, 34(6):1355-1363.

联系方式：

每年招收数学学硕1名，统计学学硕2名，应用统计专硕2名。近四年指导研究生16人次获得国家奖学金、北京市优秀毕业生，w66旗舰厅官网优秀毕业生、w66旗舰厅官网优秀硕士论文、科技创新一等奖等荣誉，毕业去向中小学教师、航空航天院所、银行、电视台等。欢迎有志于祖国航空航天事业与生物智慧医疗的同学报考咨询。

E-mail：mmzhang@bjut.edu.cn

地址：北京市朝阳区平乐园100号 w66利来旗舰厅 100124