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8000 Chair of Aerodynamics and Fluid Mechanics · GitHub
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Chair of Aerodynamics and Fluid Mechanics

Official GitHub Account of the Chair of Aerodynamics and Fluid Mechanics of the Technical University of Munich.

👋 Hi

Welcome to the organizational repository of the Chair of Aerodynamics and Fluid Mechanics at the Technical University of Munich. Our work centers around computational fluid dynamics, the creation of novel solvers, the development of new numerical algorithms, and the utilization of data-driven paradigms such as machine learning to that purpose led by Professor Nikolaus A. Adams.

Developed Numerical Solvers

  • JAX-Fluids, a fully-differentiable CFD solver for 3D, compressible two-phase flows written entirely in JAX.
  • ALPACA, an MPI-parallelized C++ simulator for compressible multiphase flow physics using advanced high-resolution sharp-interface modeling empowered by multiresolution compression.

Datasets

See our Hugging Face Organization Profile for our publicly available datasets.

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  1. JAXFLUIDS JAXFLUIDS Public

    Differentiable Fluid Dynamics Package

    Python 465 85

  2. lagrangebench lagrangebench Public

    LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite

    Jupyter Notebook 67 9

  3. SITE SITE Public

    Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations

    Python 10 2

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