Keeping Computational Fluid Dynamics (particularly using OpenFOAM) post-processing in Python allows significant advantages, to my mind. Transparency (did I hack my stats models to get lovely pictures that fit the data then say can't show it because of IP?) & risk reduction (does access to foundational code go missing when some business owner gets pissed-off?), namely.
Specifically, access to a whole ecosystem of data analysis capabilities [1]: the ability to hook into R-based [2] statistical modules from Python [3], in addition to Python-based modules [4]. Can be visualised in-depth via PyVista [5].
Other's thoughts? Alternative hypotheses very welcomed!
[1] https://jakevdp.github.io/PythonDataScienceHandbook/
[2] https://www.r-project.org/
[3] https://rpy2.github.io/
[4] https://www.statsmodels.org/stable/index.html
[5] https://tutorial.pyvista.org/index.html
Computational Fluid Dynamics using Python: Modeling ...
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Towards Data Science
https://towardsdatascience.com › computational-fluid-d...
Jul 23, 2021 — This is the first article in a series on Fluid Mechanics of a Crystallizer. The series will cover modeling of fluid dynamics, heat transfer, ...Python for CFD: A case study
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Indian Institute of Technology Bombay
https://www.aero.iitb.ac.in › papers › pr_scipy04
by P Ramachandran · Cited by 4 — Abstract. In this paper we discuss the benefits obtained by the use of Python in our CFD computations. Our research involves the development and study.
17 pages
CFD Python: the 12 steps to Navier-Stokes equations
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Journal of Open Source Education
https://jose.theoj.org › papers › jose
by LA Barba · 2018 · Cited by 50 — CFD Python: the 12 steps to Navier-Stokes equations ... Authors of JOSE papers retain copyright. This work is licensed under a Creative
CFD-modeling of °uid °ow in Ansys Fluent using Python- ...
World Scientific Publishing
https://www.worldscientific.com › doi › pdf
by V Papkov · 2023 · Cited by 2 — The compiled Python-based code is attached as supplementary material to this paper. Keywords: CFD; Python; Ansys Fluent; automation
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