AndreWeiner / machine-learning-applied-to-cfdLinks
Examples of how to use machine learning algorithms in computational fluid dynamics.
☆253Updated 2 years ago
Alternatives and similar repositories for machine-learning-applied-to-cfd
Users that are interested in machine-learning-applied-to-cfd are comparing it to the libraries listed below
Sorting:
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆260Updated last year
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆211Updated 2 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆289Updated 5 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆91Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆191Updated this week
- Lecture material for machine learning applied to computational fluid mechanics☆385Updated 4 months ago
- Curated list for ML in FM☆204Updated this week
- In-situ data analyses and machine learning with OpenFOAM and Python☆172Updated last year
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆217Updated last year
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆264Updated last week
- ☆329Updated last year
- OpenFoam postprocessing python tool☆174Updated 2 months ago
- Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulat…☆179Updated 4 years ago
- Learning the Finite Volume Method in CFD with MATLAB Programming☆154Updated 2 years ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆162Updated 6 years ago
- Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University☆152Updated 4 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆92Updated 6 years ago
- OpenFOAM and Machine Learning Hackathon☆73Updated 2 weeks ago
- OpenFOAM cases and notes☆158Updated 2 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆152Updated 2 months ago
- Unstructured Compressible Navier Stokes 3D code (UCNS3D)☆295Updated last month
- Python classes for easier creation of OpenFOAM's blockMesh dictionaries.☆162Updated last week
- Deep Learning of Vortex Induced Vibrations☆95Updated 5 years ago
- Hypersonic / Rarefied gas dynamics code developments (GPL-3.0)☆242Updated last year
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆183Updated 3 months ago
- Immersed boundary method empowered by signed distance field, and OpenFOAM.☆166Updated last month
- A list of papers relating Computational Physics and Machine Learning☆137Updated 6 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆153Updated 2 months ago
- Weighted essentially non-oscillatory library for the framework of OpenFOAM☆128Updated 7 months ago
- Documentation on our model development, currently only notes on the use of OpenFOAM☆133Updated last week