A deep-learning approach for reconstructing 3D turbulent flows from 2D observation data von Yousif, Mustafa Z., Yu, Linqi, Hoyas, Sergio, Vinuesa, Ricardo, Lim, HeeChang

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Reduced-order modeling for turbulent wake of a finite wall-mounted square cylinder based on artificial neural network von Yousif, Mustafa Z.

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Improved delayed detached-eddy simulation and proper orthogonal decomposition analysis of turbulent wake behind a wall-mounted square cylinder von Yousif, Mustafa Z., Lim, HeeChang

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A transformer-based synthetic-inflow generator for spatially developing turbulent boundary layers von Yousif, Mustafa Z., Zhang, Meng, Yu, Linqi, Vinuesa, Ricardo, Lim, HeeChang

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Physics-guided deep learning for generating turbulent inflow conditions von Yousif, Mustafa Z., Yu, Linqi, Lim, HeeChang

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High-fidelity reconstruction of turbulent flow from spatially limited data using enhanced super-resolution generative adversarial network von Yousif, Mustafa Z.

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Three-dimensional ESRGAN for super-resolution reconstruction of turbulent flows with tricubic interpolation-based transfer learning von Yousif, Mustafa Z., Hoyas, Sergio, Vinuesa, Ricardo

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A Swin-transformer-based model for efficient compression of turbulent flow data von Yousif, Mustafa Z.

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Physics-constrained deep reinforcement learning for flow field denoising von Yousif, Mustafa Z., Zhang, Meng, Yu, Linqi, Yang, Yifan, Zhou, Haifeng, Lim, HeeChang

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Self-supervised learning for effective denoising of flow fields von Yousif, Mustafa Z.

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Flow field recovery in restricted domains using a generative adversarial network framework von Yousif, Mustafa Z., Mohammadikarachi, Arash

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Optimizing flow control with deep reinforcement learning: Plasma actuator placement around a square cylinder von Yousif, Mustafa Z., Kolesova, Paraskovia, Rabault, Jean, Vinuesa, Ricardo

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On the natural transition of the natural convection boundary layer under a constant heat flux condition von Yousif, Mustafa Z., Huang, ShengZhong, Lim, HeeChang

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Optimizing electrode arrangement in plasma actuators: a study on induced velocity and efficiency von Zhou, Haifeng, Yousif, Mustafa Z, Zhang, Meng, Yang, Yifan, Kim, Jae Wan, Lee, Hae June, Lee, Jung Sub, Lim, Hee-Chang

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Enhanced retrospective forecasting in dissipative dynamical systems using transformer and multi-scale ESRGAN models von Zhang, Meng, Yousif, Mustafa Z., Yu, Linqi, Lim, Hee-Chang

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Super-resolution reconstruction of turbulent flow fields at various Reynolds numbers based on generative adversarial networks von Yousif, Mustafa Z.

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Exploring Near-Wake Structures: Bio-Inspired Convergent-Divergent Riblets on Circular Bluff Bodies von Mohammadikarachi, Arash, Yousif, Mustafa Z., Song, Juhun, Lim, Hee-Chang

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Super-resolution reconstruction of turbulent flow fields at various Reynoldsnumbers based on generative adversarial networks von Yousif, Mustafa Z, Yu Linqi, Hee-Chang, Lim

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Optimizing heat transfer and convective cell dynamics in 2D Rayleigh–Bénard convection: The effect of variable boundary temperature distribution von Jiren, Merera, Yousif, Mustafa Z., Lee, Jung Sub, Lim, Hee-Chang

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An exhaustive review of studies on bio-inspired convergent–divergent riblets von Mohammadikarachi, Arash, Yousif, Mustafa Z., Nugroho, Bagus, Lim, Hee-Chang

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