| A transformer-based synthetic-inflow generator for spatially developing turbulent boundary layers MZ Yousif, M Zhang, L Yu, R Vinuesa, HC Lim Journal of Fluid Mechanics 957, A6, 2023 | 66 | 2023 |
| Three-dimensional ESRGAN for super-resolution reconstruction of turbulent flows with tricubic interpolation-based transfer learning L Yu, MZ Yousif, M Zhang, S Hoyas, R Vinuesa, HC Lim Physics of Fluids 34 (12), 2022 | 59 | 2022 |
| Optical absorption property and photo-thermal conversion performance of Ag@ Al2O3 plasmonic nanofluids with Al2O3 nano-shell fabricated by atomic layer deposition L Shang, J Qu, Z Wang, M Zhang, C Li Journal of Molecular Liquids 326, 115388, 2021 | 27 | 2021 |
| Effect of reverse irradiation angle on the photo-thermal conversion performance of MXene nanofluid-based direct absorption solar collector J Qu, G Zhou, M Zhang, L Shang, W Yu Solar Energy Materials and Solar Cells 251, 112164, 2023 | 14 | 2023 |
| A swin-transformer-based model for efficient compression of turbulent flow data M Zhang, MZ Yousif, L Yu, HC Lim Physics of Fluids 35 (8), 2023 | 11 | 2023 |
| Optimizing flow control with deep reinforcement learning: Plasma actuator placement around a square cylinder MZ Yousif, P Kolesova, Y Yang, M Zhang, L Yu, J Rabault, R Vinuesa, ... Physics of Fluids 35 (12), 2023 | 10 | 2023 |
| Physics-constrained deep reinforcement learning for flow field denoising MZ Yousif, M Zhang, L Yu, Y Yang, H Zhou, HC Lim Journal of Fluid Mechanics 973, A12, 2023 | 7 | 2023 |
| Flow control over a finite wall-mounted square cylinder by using multiple plasma actuators MZ Yousif, Y Yang, H Zhou, A Mohammadikarachi, L Yu, M Zhang, ... Journal of Fluids Engineering 146 (6), 2024 | 6 | 2024 |
| Physics-guided deep reinforcement learning for flow field denoising MZ Yousif, M Zhang, Y Yang, H Zhou, L Yu, HC Lim arXiv preprint arXiv:2302.09559, 2023 | 5 | 2023 |
| Efficient active flow control strategy for confined square cylinder wake using deep learning-based surrogate model and reinforcement learning M Zhang, MZ Yousif, M Xu, H Zhou, L Yu, HC Lim arXiv preprint arXiv:2408.14232, 2024 | 3 | 2024 |
| Predicting unavailable parameters from existing velocity fields of turbulent flows using a GAN-based model L Yu, MZ Yousif, YW Lee, X Zhu, M Zhang, P Kolesova, HC Lim Physical Review Fluids 9 (2), 024603, 2024 | 3 | 2024 |
| Three-dimensional enhanced super-resolution generative adversarial network for super-resolution reconstruction of turbulent flows with tricubic interpolation-based transfer … L Yu, MZG Yousif, M Zhang, S Hoyas, R Vinuesa, H Lim Phys. Fluids 34, 125126, 2022 | 2 | 2022 |
| Flow field recovery in restricted domains using a generative adversarial network framework MZ Yousif, D Zhou, L Yu, M Zhang, A Mohammadikarachi, J Sub Lee, ... Physics of Fluids 36 (12), 2024 | | 2024 |
| Enhanced retrospective forecasting in dissipative dynamical systems using transformer and multi-scale ESRGAN models M Zhang, MZ Yousif, L Yu, HC Lim Results in Engineering 24, 103597, 2024 | | 2024 |
| Self-supervised learning for effective denoising of flow fields L Yu, MZ Yousif, D Zhou, M Zhang, JS Lee, HC Lim Physics of Fluids 36 (10), 2024 | | 2024 |
| Flow Reconstruction Using Spatially Restricted Domains Based on Enhanced Super-Resolution Generative Adversarial Networks MZ Yousif, D Zhou, L Yu, M Zhang, A Mohammadikarachi, JS Lee, ... arXiv preprint arXiv:2408.01658, 2024 | | 2024 |
| Optimizing electrode arrangement in plasma actuators: a study on induced velocity and efficiency H Zhou, MZ Yousif, M Zhang, Y Yang, JW Kim, HJ Lee, JS Lee, HC Lim Fluid Dynamics Research 56 (3), 035501, 2024 | | 2024 |
| Physics-guided Deep Reinforcement learning for flow field denoising M Zhang, MZ Yousif, HC Lim 대한기계학회 춘추학술대회, 155-156, 2023 | | 2023 |
| Active flow control over a finite wall-mounted square cylinder by using multiple plasma actuators MZ Yousif, Y Yang, H Zhou, L Yu, M Zhang, HC Lim arXiv preprint arXiv:2304.10056, 2023 | | 2023 |
| Prediction of Transfer Functions in Structural-Acoustic Coupling Models Using Convolutional Autoencoders Y Qu, L Yu, BH Ku, M Zhang, MZ Yousif, CS Hong, JS Lee, HC Lim Available at SSRN 5013124, 0 | | |