Rotor37: a 3D CFD RANS dataset, under geometrical variations of a compressor blade Article Swipe

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Reynolds-averaged Navier–Stokes equations Computational fluid dynamics Blade (archaeology) Gas compressor Marine engineering Mechanics Geology Computer science Environmental science Engineering Aerospace engineering Mechanical engineering Physics

Xavier Roynard , Fabien Casenave , Brian Staber ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.5281/zenodo.10149830 · OA: W4393813815

&lt;p&gt;This dataset contains 3D CFD RANS solutions, under geometrical variations of a compressor blade.&lt;/p&gt;&lt;p&gt;A Description is provided in &lt;a href="https://arxiv.org/pdf/2305.12871.pdf"&gt;2305.12871.pdf (arxiv.org)&lt;/a&gt; Sections 4.1 and Appendix A.1.&lt;/p&gt;&lt;p&gt;The file format is PLAID, see the &lt;a href="https://plaid-lib.readthedocs.io/"&gt;plaid documentation&lt;/a&gt;.&lt;/p&gt;&lt;p&gt;The variablity in the samples are 2 input scalars and the geometry (mesh). Outputs of interest are 3 scalars and 3 fields.&lt;/p&gt;&lt;p&gt;Eight nested training sets of sizes 8 to 1000 are provided, with complete input-output data. A testing set of size 200 is provided, for which outputs are not provided. &nbsp;&lt;/p&gt;