loliverhennigh / Computational-Fluid-Dynamics-Machine-Learning-ExamplesLinks
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
☆297Updated 6 years ago
Alternatives and similar repositories for Computational-Fluid-Dynamics-Machine-Learning-Examples
Users that are interested in Computational-Fluid-Dynamics-Machine-Learning-Examples are comparing it to the libraries listed below
Sorting:
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆260Updated 3 years ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆167Updated 7 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆216Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆103Updated 3 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆326Updated 2 years ago
- A list of papers relating Computational Physics and Machine Learning☆141Updated 6 years ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆227Updated last year
- Lecture material for machine learning applied to computational fluid mechanics☆417Updated 8 months ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆286Updated last year
- Curated list for ML in FM☆213Updated last month
- compressing physics with neural networks☆156Updated 7 years ago
- ☆343Updated last year
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆288Updated this week
- In-situ data analyses and machine learning with OpenFOAM and Python☆179Updated last year
- Reduced order modelling techniques for OpenFOAM☆199Updated last month
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆157Updated last week
- OpenFOAM cases and notes☆163Updated 2 years ago
- Spectral Navier Stokes (and similar) solvers in Python☆334Updated 2 years ago
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆191Updated last month
- Code accompanying The Lattice Boltzmann Method: Principles and Practice☆309Updated 7 years ago
- A simple full-python 2D lattice-boltzmann code☆198Updated 2 years ago
- Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulat…☆187Updated 5 years ago
- Deep Learning of Vortex Induced Vibrations☆98Updated 5 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆94Updated 6 years ago
- Lattice Boltzmann fluid simulation☆213Updated 4 months ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆257Updated last month
- Unstructured Compressible Navier Stokes 3D code (UCNS3D)☆316Updated 2 weeks ago
- OpenFOAM Tutorials!☆391Updated 6 years ago
- OpenFoam postprocessing python tool☆180Updated 6 months ago
- Curated list of some open source codes employing lattice Boltzmann methods☆228Updated last year