[Dev-Showcase] Airfoil Optimisation using Physics Informed Neural Networks(PINNs)

This page summarizes the projects mentioned and recommended in the original post on /r/CFD
Scientific Computing simnet tesnorflow Nvidia neural-network

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  • nvidia-modulus-airfoil-optimisation

    Using NVIDIA modulus for airfoil optimizations at different angles.

    • Repo

  • deepxde

    A library for scientific machine learning and physics-informed learning

    • Due to certain limitations in MODULUS(We are unable to directly access the point cloud), we are now also exploring other available PINNs libraries and frameworks and stumbled on to deepXDE. deepXDE is a little different than Modulus and I'm currently exploring it.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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