Deep reinforcement learning based synthetic jet control on disturbed flow over airfoil YZ Wang, YF Mei, N Aubry, Z Chen, P Wu, WT Wu Physics of Fluids 34 (3), 2022 | 47 | 2022 |
Grid adaptive reduced-order model of fluid flow based on graph convolutional neural network JZ Peng, YZ Wang, S Chen, ZH Chen, WT Wu, N Aubry Physics of Fluids 34 (8), 2022 | 18 | 2022 |
Accelerating and improving deep reinforcement learning-based active flow control: Transfer training of policy network YZ Wang, Y Hua, N Aubry, ZH Chen, WT Wu, J Cui Physics of Fluids 34 (7), 2022 | 16 | 2022 |
Closed-loop forced heat convection control using deep reinforcement learning YZ Wang, XJ He, Y Hua, ZH Chen, WT Wu, ZF Zhou International Journal of Heat and Mass Transfer 202, 123655, 2023 | 12 | 2023 |
Policy transfer of reinforcement learning-based flow control: From two-to three-dimensional environment XJ He, YZ Wang, Y Hua, ZH Chen, YB Li, WT Wu Physics of Fluids 35 (5), 2023 | 5 | 2023 |
Control policy transfer of deep reinforcement learning based intelligent forced heat convection control YZ Wang, JZ Peng, N Aubry, YB Li, ZH Chen, WT Wu International Journal of Thermal Sciences 195, 108618, 2024 | 1 | 2024 |
Performance analysis of reinforcement learning algorithms on intelligent closed-loop control on fluid flow and convective heat transfer YZ Wang, YB Li, N Aubry, Y Hua, ZF Zhou, ZH Chen, WT Wu Physics of Fluids 35 (7), 2023 | 1 | 2023 |