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个人简介

工作经历 南京理工大学,中法工程师学院,副院长 | 2020-至今 南京理工大学,机械工程学院,航空宇航系,教授 | 2017-至今 卡耐基梅隆大学(美国),机械工程系,生物医学工程系,博士后 | 2015-2017 教育经历 卡耐基梅隆大学,机械工程系,博士 | 2015 卡耐基梅隆大学,机械工程系,硕士 | 2013 西安交通大学,能源与动力工程及自动化,本科 | 2011

研究领域

机器学习飞行器结构设计与自优化 飞行器空气动力学与飞行力学 强化学习流动、传热与飞行控制 无人系统与自动驾驶 深度学习湍流模型与流动降维模型 发动机特种推进剂多相流动、传热与燃烧特性研究

近期论文

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已发表SCI论文60余篇,其中第一作者/通讯作者论文40余篇,入选期刊封面论文3篇。在国内外学术会议及高校做报告10次,其中特邀报告4次。 部分一作/通讯代表性论文: Wang, Y. Z., Mei, Y. F., Aubry, N., Chen, Z., Wu, P., & Wu, W. T. (2022). Deep reinforcement learning based synthetic jet control on disturbed flow over airfoil. Physics of Fluids, 34(3), 033606. Peng, J. Z., Aubry, N., Zhu, S., Chen, Z., & Wu, W. T. (2021). Geometry and boundary condition adaptive data-driven model of fluid flow based on deep convolutional neural networks. Physics of Fluids, 33(12), 123602. Mei, Y. F., Zheng, C., Aubry, N., Li, M. G., Wu, W. T., & Liu, X. (2021). Active control for enhancing vortex induced vibration of a circular cylinder based on deep reinforcement learning. Physics of Fluids, 33(10), 103604. Peng, J. Z., Chen, S., Aubry, N., Chen, Z. H., & Wu, W. T. (2020). Time-variant prediction of flow over an airfoil using deep neural network. Physics of Fluids, 32(12), 123602. Zhang, H. H., Aubry, N., Chen, Z. H., Wu, W. T., & Sha, S. (2019). The evolution of the initial flow structures of a highly under-expanded circular jet. Journal of Fluid Mechanics, 871, 305-331. (封面论文) Li, Y., Zhou, Z., Liu, X., & Wu, W. T. (2019). Modeling of PEM fuel cell with thin MEA under low humidity operating condition. Applied Energy, 242, 1513-1527. Wu, W. T., Zhou, Z. F., Aubry, N., Antaki, J. F., & Massoudi, M. (2017). Heat transfer and flow of a dense suspension between two cylinders. International Journal of Heat and Mass Transfer, 112, 597-606. Wu, W. T., Aubry, N., Massoudi, M., & Antaki, J. F. (2017). Transport of platelets induced by red blood cells based on mixture theory. International Journal of Engineering Science, 118, 16-27. Wu, W. T., Jamiolkowski, M. A., Wagner, W. R., Aubry, N., Massoudi, M., & Antaki, J. F. (2017). Multi-constituent simulation of thrombus deposition. Scientific reports, 7, 42720. Wu, W. T., Yang, F., Wu, J., Aubry, N., Massoudi, M., & Antaki, J. F. (2016). High fidelity computational simulation of thrombus formation in Thoratec HeartMate II continuous flow ventricular assist device. Scientific reports, 6, 38025. Wu, W. T., Yang, F., Antaki, J. F., Aubry, N., & Massoudi, M. (2015). Study of blood flow in several benchmark micro-channels using a two-fluid approach. International journal of engineering science, 95, 49-59.

学术兼职

1. 流体力学期刊Fluids(ESCI,Web of Science检索),编委。 2. 中国空气动力学会物理气体委员会,委员。 3. 二十余个SCI期刊独立审稿人。 4. 中国力学学会,中国空气动力学会,国际理论与应用力学联合会(IUTAM),美国机械工程师协会(ASME),美国物理协会(APS),美国人工器官协会(ASAIO),美国工程科学协会(SES)会员。

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