loliverhennigh / Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
☆159Updated 6 years ago
Alternatives and similar repositories for Steady-State-Flow-With-Neural-Nets:
Users that are interested in Steady-State-Flow-With-Neural-Nets are comparing it to the libraries listed below
- compressing physics with neural networks☆153Updated 6 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆285Updated 5 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆248Updated 2 years ago
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆122Updated 6 years ago
- A list of papers relating Computational Physics and Machine Learning☆136Updated 6 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆207Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆86Updated 2 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆92Updated 5 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆170Updated last year
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆301Updated 2 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆144Updated last week
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆230Updated last year
- Reduced order modelling techniques for OpenFOAM☆179Updated this week
- Deep Learning of Vortex Induced Vibrations☆89Updated 5 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆231Updated 5 months ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆101Updated last week
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆83Updated 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…☆174Updated this week
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆231Updated this week
- OpenFoam postprocessing python tool☆166Updated this week
- Curated list for ML in FM☆197Updated 2 months ago
- OpenFOAM and Machine Learning Hackathon☆66Updated 8 months ago
- Hidden Fluid Mechanics☆311Updated 2 years ago
- Curated list of some open source codes employing lattice Boltzmann methods☆203Updated 7 months ago
- Learning the Finite Volume Method in CFD with MATLAB Programming☆144Updated last year
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆171Updated 11 months ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆202Updated last year
- Deep Learning for Reduced Order Modelling☆91Updated 3 years ago
- Spectral Navier Stokes (and similar) solvers in Python☆312Updated last year
- Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields☆67Updated 3 years ago