Fluid Dynamics (CFD)

Flow visualization, streamlines, and vector fields.

Specialized Visualizations

3D Streamlines

pyvista

mayavi

matplotlib

Visualizes the path a massless particle would take in a steady flow field. Essential for seeing turbulence, drag, and air/fluid flow.

Prompt

"Generate a proper example CFD velocity field dataset and create a 3D streamline plot using pyvista for the airflow over a wing geometry. Color the streamlines by 'Velocity Magnitude' and use a tube filter to add thickness."

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Vector Field (Quiver Plot)

matplotlib

pyvista

Displays direction and velocity of flow at grid points using arrows.

Prompt

"Generate a proper example velocity field dataset and create a 2D quiver plot using matplotlib. Scale arrow length by speed and color them by 'Vorticity'."

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