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.
☆305Updated 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.☆268Updated 3 years ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆168Updated 7 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆432Updated last month
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆109Updated 3 years ago
- Curated list for ML in FM☆235Updated 5 months ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆238Updated 2 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆335Updated 3 years ago
- A list of papers relating Computational Physics and Machine Learning☆143Updated 7 years ago
- compressing physics with neural networks☆159Updated 7 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆311Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆208Updated last week
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆306Updated last week
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆166Updated last week
- A simple full-python 2D lattice-boltzmann code☆207Updated 2 years ago
- Deep Learning of Vortex Induced Vibrations☆99Updated 5 years ago
- ☆357Updated 2 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Updated 2 years ago
- Hypersonic / Rarefied gas dynamics code developments (GPL-3.0)☆257Updated 2 years ago
- Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulat…☆195Updated 5 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…☆197Updated 5 months ago
- OpenFOAM cases and notes☆167Updated 2 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆184Updated 2 years ago
- Unstructured Compressible Navier Stokes 3D code (UCNS3D)☆336Updated 2 weeks ago
- Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"☆78Updated 10 months ago
- Curated list of some open source codes employing lattice Boltzmann methods☆247Updated last year
- Lattice Boltzmann fluid simulation☆223Updated 9 months ago
- Lattice Boltzmann (LBM) simulation package for GPUs (CUDA, OpenCL)☆252Updated 4 years ago
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆195Updated last year
- Code accompanying The Lattice Boltzmann Method: Principles and Practice☆322Updated 8 years ago