| High-fidelity reconstruction of turbulent flow from spatially limited data using enhanced super-resolution generative adversarial network MZ Yousif, L Yu, HC Lim Physics of Fluids 33 (12), 2021 | 65 | 2021 |
| Physics-guided deep learning for generating turbulent inflow conditions MZ Yousif, L Yu, HC Lim Journal of Fluid Mechanics 936, A21, 2022 | 41 | 2022 |
| 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 | 40 | 2023 |
| Super-resolution reconstruction of turbulent flow fields at various Reynolds numbers based on generative adversarial networks MZ Yousif, L Yu, HC Lim Physics of Fluids 34 (1), 2022 | 38 | 2022 |
| A deep-learning approach for reconstructing 3D turbulent flows from 2D observation data MZ Yousif, L Yu, S Hoyas, R Vinuesa, HC Lim Scientific Reports 13 (1), 2529, 2023 | 36 | 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 | 31 | 2022 |
| 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 | 3 | 2023 |
| 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 | 3 | 2023 |
| 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 | 1 | 2024 |
| 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 | 1 | 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 | 1 | 2023 |
| Flow Control Over a Finite Wall-Mounted Square Cylinder by Using Multiple Plasma Actuators H Zhou, A Mohammadikarachi, L Yu, M Zhang Journal of Fluids Engineering 146, 061301-1, 2024 | | 2024 |
| 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 |
| Generation of turbulent inflow conditions Based on physics-informed deep learning MZ Yousif, L Yu, HC Lim 한국전산유체공학회 학술대회논문집, 66-69, 2021 | | 2021 |
| Self-Supervised Learning for Effective Denoising of Flow Fields L Yu, MZ Yousif, M Zhang, JS Lee, HC Lim Available at SSRN 4783744, 0 | | |
| Prediction of streamwise velocity and pressure in a 2D turbulent channel flow using deep-learning L Yu, HC Lim | | |
Mustafa Z. YousifPusan National UniversityVerified email at pusan.ac.kr
