Python turbulence

Open-source Python projects categorized as turbulence
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Topics: HPC GPU Python Machine Learning High Performance
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Python turbulence Projects

  • JAXFLUIDS

    Differentiable Fluid Dynamics Package

    • Project mention: Show HN: Elodin – A better framework for physics simulation | news.ycombinator.com | 2024-03-06

    You are completely correct; right now it is just mechanics that we have built out. But, there isn't any theoretical reason you couldn't use this framework for other types of simulation. In particular, the Monte Carlo runner is super flexible. Since we are based on JAX you can utilize a ton of the tooling that others have built in the physics space like https://github.com/tumaer/JAXFLUIDS or https://github.com/DifferentiableUniverseInitiative/jax_cosm... . The goal right now though is pretty firmly focused on controls engineers and their needs, but we envision this becoming broadly used.

  • shenfun

    High performance computational platform in Python for the spectral Galerkin method

  • 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 open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 JAXFLUIDS 251
2 shenfun 183

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