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Automate OpenFOAM Post processing Using PyVista | CFD Data for Machine Learning
Автор: advance cfd with Pratyush
Загружено: 2025-12-21
Просмотров: 218
Описание:
Manual post-processing in ParaView can be a bottleneck when generating large CFD datasets. In this tutorial, I show how to use PyVista to fully automate OpenFOAM post-processing and build datasets that can be directly used for machine learning.
Topics covered:
Loading OpenFOAM results in PyVista
Automating visualization and data extraction
Exporting CFD fields for ML pipelines
Creating scalable datasets for data-driven modeling
This approach is ideal for anyone working on CFD-driven ML, digital twins, or high-throughput simulations.
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