Simulation results of various NACA airfoil shapes and flow conditions for ML training.
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TandemFoilSet: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
Feb 25, 2026
Lim, Wei Xian; Chan, Wai Lee; Kong, Wai-Kin Adams; Jessica, Loh Sher En, 2026, "TandemFoilSet: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils", https://doi.org/10.21979/N9/KTXSCU, DR-NTU (Data), V1
Accurate simulation of flow fields around tandem geometries is critical for engineering design but remains computationally intensive. Existing machine learning approaches typically focus on simpler cases and lack evaluation on multi-body configurations. To support research in thi...
Related Data for: Accelerating Fluid Simulations with Graph Convolution Network Predicted Flow Fields
Jun 11, 2025
Lim, Wei Xian; Chan, Wai Lee, 2025, "Related Data for: Accelerating Fluid Simulations with Graph Convolution Network Predicted Flow Fields", https://doi.org/10.21979/N9/9OYSTD, DR-NTU (Data), V1
The field of computational fluid dynamics (CFD) is integral to engineering disciplines, particularly for designing systems that operate under complex fluid flow conditions. Accurate simulation of flow fields is essential for optimizing performance across a variety of applications...
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