赵云妹 - 同济大学 - 航空航天与力学学院

个人简介

工作/教育经历 2021.02 – 今同济大学航空航天与力学学院助理教授/特聘研究员 2018.08 – 2021.02 康涅狄格大学（美国）机械工程系 Postdoc Research Fellow 2012.09 – 2017.06 复旦大学航空航天系固体力学博士 2008.09 – 2012.06 复旦大学力学与工程科学系理论与应用力学学士奖励/荣誉上海市浦江人才计划/上海市领军人才（海外）青年 2022 上海工程热力学学会优秀博士论文 2018 上海市力学学会优秀学生/上海市优秀毕业生/复旦大学学术之星/ 2017

研究领域

（1）面向新型材料/元件/组件多尺度多物理场服役行为的数据驱动计算力学方法，可解释机器学习（X-Machine Learning）及迁移学习方法(Transfer Learning)在数值模拟的应用；（2）面向智能制造（3D打印）的结构优化及多智能体协同全覆盖路径规划CCPP算法研究（与复旦大学、美国西北大学合作）

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

A Lightweight and Explainable Data-driven Scheme for Fault Detection of Aerospace Sensors，IEEE Transactions on Aerospace and Electronic Systems，under review（2023） 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. 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. 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. 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. 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） 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. 国际/国内学术会议报告 International Conference on Data-Driven Computing and Machine Learning in Engineering, Beijing, 2023 Summer Biomechanics, Bioengineering, & Biotransport Conference (SB3C) Virtual, Jun 2021/2020 15th US National Congress on Computational Mechanics, Austin TX, USA, Aug 2019. 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.

学术兼职

学术期刊审稿担任Composites Science and Technology, Engineering Applications of Artificial Intelligence, Computer Methods in Applied Mechanics and Engineering等国际期刊审稿人