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Parallel Python

"A number of Python-related libraries exist ... "

It’s useful if your CAE application’s API supports Python, for a variety of reasons – see this and this, for example. To extend the benefits a little more, consider parallel processing. Start with this central reference to understand the options, then see this article for a good set of exercises.

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On The Mesh

"The model of choice and the grid resolution are tightly coupled"

This article on turbulence modeling touches upon the raison d’etre for Pointwise: the effect of the grid on the simulation. Several articles on the blog are worth reviewing: this is a good place to start!

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Poor Quality CAD

"[T]he objectives of the CFD engineer differ from those of the CAD designer"

Wrapping up this year’s posts on CAD is an example of how to make the best of poor-quality CAD for CAE. Not the ideal basis to build your CAE model, of course, but if it can’t be cured … perhaps AutoSeal can help. See this article for an outline on approach that worked well for an automotive application. This 2 minute video outlines how it works.

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KFour Metrics offers technology solutions for engineering design, simulation and optimization.

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