| Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization X Zhang, F Xie, T Ji, Z Zhu, Y Zheng Computer Methods in Applied Mechanics and Engineering 373, 113485, 2021 | 195 | 2021 |
| From active learning to deep reinforcement learning: Intelligent active flow control in suppressing vortex-induced vibration C Zheng, T Ji, F Xie, X Zhang, H Zheng, Y Zheng Physics of Fluids 33 (6), 2021 | 65 | 2021 |
| Unsteady flow prediction from sparse measurements by compressed sensing reduced order modeling X Zhang, T Ji, F Xie, H Zheng, Y Zheng Computer Methods in Applied Mechanics and Engineering 393, 114800, 2022 | 28 | 2022 |
| Data-driven nonlinear reduced-order modeling of unsteady fluid–structure interactions X Zhang, T Ji, F Xie, C Zheng, Y Zheng Physics of Fluids 34 (5), 2022 | 25 | 2022 |
| Active learning of tandem flapping wings at optimizing propulsion performance T Ji, F Jin, F Xie, H Zheng, X Zhang, Y Zheng Physics of Fluids 34 (4), 2022 | 24 | 2022 |
| Two-dimensional film-cooling effectiveness prediction based on deconvolution neural network Y Wang, W Wang, G Tao, X Zhang, S Luo, J Cui International Communications in Heat and Mass Transfer 129, 105621, 2021 | 16 | 2021 |
| Data-efficient deep reinforcement learning with expert demonstration for active flow control C Zheng, F Xie, T Ji, X Zhang, Y Lu, H Zhou, Y Zheng Physics of Fluids 34 (11), 2022 | 12 | 2022 |
| Fast transonic flow prediction enables efficient aerodynamic design H Zhou, F Xie, T Ji, X Zhang, C Zheng, Y Zheng Physics of Fluids 35 (2), 2023 | 10 | 2023 |
| Film cooling prediction and optimization based on deconvolution neural network Y Wang, S Luo, W Wang, G Tao, X Zhang, J Cui High Performance Computing: ISC High Performance Digital 2021 International …, 2021 | 4 | 2021 |
| Deep reinforcement learning: A new beacon for intelligent active flow control F Xie, C Zheng, T Ji, X Zhang, R Bi, H Zhou, Y Zheng Aerospace Research Communications 1, 11130, 2023 | 2 | 2023 |
| An improved multi-objective cuckoo search algorithm for airfoil aerodynamic shape optimization design X Zhang, J Liu, S Luo ACTA AERONAUTICAET ASTRONAUTICA SINICA 40 (6), 122550, 2019 | 2* | 2019 |
| Parametric unsteady flow modeling by using meta learning X Zhang, F Xie, T Ji, C Zheng, H Zheng, Y Zheng Engineering Applications of Artificial Intelligence 121, 105978, 2023 | 1 | 2023 |
