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Active flow control with rotating cylinders by an artificial neural network trained by deep reinforc
[期刊论文] 作者：Hui Xu,Wei Zhang,Jian Deng,Jean Rabault,
来源：水动力学研究与进展B辑 年份：2020
In this paper,an artificial neural network (ANN) trained through a deep reinforcement learning (DRL) agent is used to perform flow control.The target is to look for the wake stabilization mechanism in an active way.The flow past a 2-D cylin......
[期刊论文] 作者：Jean Rabault,Feng Ren,Wei Zhang,Hui Tang,Hui Xu,
来源：水动力学研究与进展B辑 年份：2020
In recent years,artificial neural networks (ANNs) and deep learning have become increasingly popular across a wide range of scientific and technical fields,including fluid mechanics.While it will take time to fully grasp the potentialities ......
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