Dynamic Feature-based Deep Reinforcement Learning for Flow Control of
Circular Cylinder with Sparse Surface Pressure Sensing

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Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing

Journal of Fluid Mechanics (JFM), 2023

5 July 2023

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Papers citing "Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing"

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Title
Data-assimilated model-informed reinforcement learning D. E. Ozan Andrea Nóvoa Georgios Rigas Luca Magri AI4CE 251 1 0 02 Jun 2025
Multi-modal Policies with Physics-informed Representations in Complex Fluid Environments Haodong Feng Tailin Wu Yue Wang Dixia Fan AI4CE PINN 226 0 0 20 Oct 2024
Navigation in a simplified Urban Flow through Deep Reinforcement LearningJournal of Computational Physics (JCP), 2024 Federica Tonti Jean Rabault Ricardo Vinuesa 215 6 0 26 Sep 2024
Improving agent performance in fluid environments by perceptual pretrainingThe Physics of Fluids (Phys. Fluids), 2024 Jin Zhang Jianyang Xue Bochao Cao AI4CE 137 1 0 05 Sep 2024
Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection Mirko Conrad Jean Rabault Francisco Alcántara-Ávila Mikael Mortensen Ricardo Vinuesa AI4CE 208 9 0 31 Jul 2024
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning Nicholas Zolman Christian Lagemann Urban Fasel J. Nathan Kutz Steven Brunton AI4CE 296 19 0 14 Mar 2024