YunchaoYang / Machine_Learning_Fluid_DynamicsLinks
A curated list of awesome Machine Learning projects in Fluid Dynamics
☆109Updated 3 years ago
Alternatives and similar repositories for Machine_Learning_Fluid_Dynamics
Users that are interested in Machine_Learning_Fluid_Dynamics are comparing it to the libraries listed below
Sorting:
- Data-driven Reynolds stress modeling with physics-informed machine learning☆96Updated 6 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Updated 2 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆268Updated 3 years ago
- Reduced order modelling techniques for OpenFOAM☆208Updated last week
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Updated 2 years ago
- ☆93Updated last year
- Curated list for ML in FM☆235Updated 5 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆39Updated 10 years ago
- OpenFOAM and Machine Learning Hackathon☆81Updated 8 months ago
- Immersed Boundary Projection Method☆118Updated 5 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- Collection of codes in Matlab(R) and C++ for solving basic problems presented and discussed in the "Computational Fluid Dynamics of React…☆85Updated 4 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆54Updated 5 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆50Updated 2 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆48Updated last year
- A Python package for spectral proper orthogonal decomposition (SPOD).☆116Updated 3 weeks ago
- Deep Learning for Reduced Order Modelling☆107Updated 4 years ago
- This repository provides MATLAB code for the lid-driven cavity flow where incompressible Navier Stokes equation is numerically solved usi…☆119Updated last year
- Thoughts about ML committee for OpenFOAM☆43Updated 3 years ago
- A curated list of repositories related to fluid dynamics.☆166Updated 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…☆197Updated 5 months ago
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆61Updated 3 years 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
- Physics-informed neural networks for two-phase flow problems☆74Updated 4 months ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆179Updated 11 months ago
- I have created this repository to share my code for 2D numerical solving of Navier stokes equations (incompressible flow); although it w…☆62Updated 6 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆91Updated 2 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆71Updated last month