Python navier-stokes-equations

Open-source Python projects categorized as navier-stokes-equations
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Topics: Benchmark Deep Learning Machine Learning Scientific Scientific Computing
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Python navier-stokes-equation Projects

  • PDEBench

    PDEBench: An Extensive Benchmark for Scientific Machine Learning

    • Project mention: [P] LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite | /r/MachineLearning | 2023-12-11

    LagrangeBench is a machine learning benchmarking library for CFD particle problems based on JAX. It is designed to evaluate and develop learned particle models (e.g. graph neural networks) on challenging physical problems. To our knowledge it's the first benchmark for this specific set of problems. Our work was inspired by the grid-based benchmarks of PDEBench and PDEArena, and we propose it as a Lagrangian alternative.

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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 PDEBench 623

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