赵云妹-凯发唯一官网

（1）极端服役环境下复合材料及结构多尺度多物理场损伤模拟；

（2）物理机理内嵌数据驱动的本构建模及计算方法；

（3）融合机器学习、力学知识和启发式算法的模型优化及工程应用（装备故障智能诊断、结构智能设计、软件优化开发）。

发表sci论文30余篇（一作/通讯19篇），获国家自然科学基金，上海市海外高层次青年人才项目、上海市浦江人才项目、gf科技重点实验室基金、航空工业集团等项目资助。

课题组常年招收博士生、硕士生及优秀本科生，欢迎对人工智能及其和计算力学、复合材料结构力学交叉感兴趣的同学联系！（邮件：yunmeizhao@tongji.edu.cn ）

1.wang, w., zhao, y.*, li, y.* (2024). ensemble machine learning for predicting the homogenized elastic properties of unideirectional composites: a shap-based interpretability analysis. acta mechanica sinica. doi: 0.1007/s10409-023- 23301-x.

2.li, z., zhang, y., ai, j., zhao, y*., yu, y., & dong, y*. (2023). a lightweight and explainable data-driven scheme for fault detection of aerospace sensors. ieee transactions on aerospace and electronic systems. doi: 10.1109/taes.2023.3303855.

3.zhao, y*., chen, z., dong, y., & tu, j. (2023). an interpretable lstm deep learning model predicts the time-dependent swelling behavior in cercer composite fuels. materials today communications, 37.

4.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.

5.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.

6.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）

7.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.

8.yunmei zhao, bin feng, jian-ming lee, nandou lu, david m. pierce*, a multi-layered model for wrinkling of human skin predicts aging effects, journal of the mechanical behavior of biomedical materials, 2019 (103552).

9.yunmei zhao*, jingyu zhang, shurong ding*, a new method for solving the fission-gas-diffusion equation with time-varying diffusion coefficient and source term considering recrystallization of fuel grains, nuclear materials and energy, 2019 (100686).

10.yunmei zhao, xin gong, yi cui, shurong ding*, simulation of the fission-induced swelling and creep in the cercer fuel pellets. materials & design, 2016, 89: 183-195.