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physics.flu-dyn2024
Strategies for energy-efficient flow control leveraging deep reinforcement learning
Wang Jia, Hang Xu
This study investigates active flow control in two-dimensional flows at a Reynolds number of 100 using Deep Reinforcement Learning (DRL). We utilize DRL to develop flow control str…
physics.flu-dyn2024
Vortex shedding suppression in elliptical cylinder via reinforcement learning
Wang Jia, Hang Xu
Flow control of bluff bodies plays a critical role in engineering applications. In this study, deep reinforcement learning (DRL) is employed to develop flow control strategies for…