Skip to content
@tumaer

Chair of Aerodynamics and Fluid Mechanics

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

👋 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.

Pinned Loading

  1. JAXFLUIDS JAXFLUIDS Public

    Differentiable Fluid Dynamics Package

    Python 342 57

  2. lagrangebench lagrangebench Public

    LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite

    Jupyter Notebook 59 7

  3. SITE SITE Public

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

    Python 10 2

Repositories

Showing 10 of 10 repositories
  • SciML Public
    tumaer/SciML’s past year of commit activity
    Jupyter Notebook 7 3 0 0 Updated Nov 25, 2024
  • JAXFLUIDS Public

    Differentiable Fluid Dynamics Package

    tumaer/JAXFLUIDS’s past year of commit activity
    Python 342 57 3 0 Updated Sep 9, 2024
  • jax-sph Public

    JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework

    tumaer/jax-sph’s past year of commit activity
    Jupyter Notebook 55 MIT 4 0 0 Updated Aug 26, 2024
  • lagrangebench Public

    LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite

    tumaer/lagrangebench’s past year of commit activity
    Jupyter Notebook 59 MIT 7 0 0 Updated Jul 7, 2024
  • neuralsph Public

    Neural SPH

    tumaer/neuralsph’s past year of commit activity
    Jupyter Notebook 26 MIT 1 0 0 Updated Jul 7, 2024
  • FluidMechanics2 Public
    tumaer/FluidMechanics2’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Jun 4, 2024
  • sph-hae Public

    [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs

    tumaer/sph-hae’s past year of commit activity
    Python 13 MIT 1 0 0 Updated Jun 3, 2024
  • .github Public

    Organizational Readme

    tumaer/.github’s past year of commit activity
    0 0 0 0 Updated Apr 3, 2023
  • ALPACA Public

    ALPACA: Adaptive Level-set PArallel Code

    tumaer/ALPACA’s past year of commit activity
    C++ 19 5 4 1 Updated Mar 14, 2023
  • SITE Public

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

    tumaer/SITE’s past year of commit activity
    Python 10 MIT 2 0 0 Updated Aug 22, 2019

Most used topics

Loading…