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Fluid Dynamics Dataset
The dataset used for testing the U-Net and U-Net-MG models for flow past a stationary cylinder, flow past two cylinders in out-of-phase motion, and flow past an oscillating foil. -
LES Dataset
The dataset is used to evaluate the performance of the machine learning models for computational fluid dynamics. -
Kolmogorov Flow Dataset
The dataset is used to train and evaluate the machine learning models for computational fluid dynamics. -
Burgers equation
Synthetic data set of the Burgers equation ut = νuxx − uux, with a delta peak initial condition u(x, t = 0) = Aδ(x) and domain t ∈ [0.1, 1.1], x ∈ [−3, 4]. -
Turbulent Flow Dataset
The dataset for the experiments comes from two dimensional turbulent flow simulated using the Lattice Boltzmann Method. The dataset consists of 1500 images of velocity fields,... -
T106 Turbine Stator
The T106 turbine stator under periodic wake impact is a complex turbulent flow case. -
Flow around a Cylinder
The flow around a cylinder is a widely used test case for fluid dynamics, characterized by a Kármán vortex street.