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20222024
most citedDRLinFluids -- An open-source python platform of coupling Deep Reinforcement Learning and OpenFOAM

72 citations · 137 across the 3 of their papers we have counts for

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physics.flu-dyn2024★ 1 cited

Deep reinforcement transfer learning for active flow control of a 3D square cylinder under state dimension mismatch

Lei Yan, Gang Hu, Wenli Chen +1

This paper focuses on developing a deep reinforcement learning (DRL) control strategy to mitigate aerodynamic forces acting on a three dimensional (3D) square cylinder under high R…

physics.flu-dyn2022★ 72 cited

DRLinFluids -- An open-source python platform of coupling Deep Reinforcement Learning and OpenFOAM

Qiulei Wang, Lei Yan, Gang Hu +5

We propose an open-source python platform for applications of Deep Reinforcement Learning (DRL) in fluid mechanics. DRL has been widely used in optimizing decision-making in nonlin…