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09/04/2023
Active flow control for three-dimensional cylinders through deep reinforcement learning
This paper presents for the first time successful results of active flow...
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07/05/2023
Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing
This study proposes a self-learning algorithm for closed-loop cylinder w...
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04/05/2023
Effective control of two-dimensional Rayleigh–Bénard convection: invariant multi-agent reinforcement learning is all you need
Rayleigh-Bénard convection (RBC) is a recurrent phenomenon in several in...
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02/23/2022
Comparative analysis of machine learning methods for active flow control
Machine learning frameworks such as Genetic Programming (GP) and Reinfor...
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08/23/2019
Direct shape optimization through deep reinforcement learning
Deep Reinforcement Learning (DRL) has recently spread into a range of do...
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08/12/2019
