吴威涛 - 南京理工大学 - 机械工程学院

个人简介

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。