How To Load from HuggingFace Hub 1. Be sure to have the well installed ( pip install the well ) 2. Use the WellDataModule to retrieve data as follows: Periodic shear flow One line description of the data: 2D periodic incompressible shear flow. Longer description of the data: Shear flow are a type of fluid characterized by the continuous deformation of adjacent fluid layers sliding past each other with different velocities. This phenomenon is commonly observed in various natural and engineered systems, such as rivers, atmospheric boundary layers, and industrial processes involving fluid transport. The dataset explores a 2D periodic shearflow governed by incompressible Navier Stokes equation. Associated paper : Paper 1, Paper 2, Paper 3. Data generated by : Rudy Morel, CCM, Flatiron Institute. Code or software used to generate the data : Github repository, based on the software Dedalus. Equation : While we solve equations in the frequency domain, the original time domain problem is $$ \begin{align } \frac{\partial u}{\partial t} + \nabla p \nu \Delta u & = u\cdot\nabla u\,, \\ \frac{\partial s}{\partial t} D \Delta s & = u \cdot\nabla s\,, \end{align } $$ where \\(\Delta = \nabla \cd…
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