YunchaoYang / Machine_Learning_Fluid_Dynamics
A curated list of awesome Machine Learning projects in Fluid Dynamics
☆86Updated 2 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
- Data-driven Reynolds stress modeling with physics-informed machine learning☆91Updated 5 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆56Updated 4 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆46Updated 4 years ago
- Deep Learning of Vortex Induced Vibrations☆89Updated 4 years ago
- OpenFOAM and Machine Learning Hackathon☆64Updated 7 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆32Updated 9 years ago
- CFD course that I teach in the Chemical Engineering Department at the University of Utah - CHEN6355.☆56Updated 5 years ago
- Collection of codes in Matlab(R) and C++ for solving basic problems presented and discussed in the "Computational Fluid Dynamics of React…☆74Updated 3 years ago
- Reduced order modelling techniques for OpenFOAM☆178Updated this week
- This is a repository of MATLAB codes that contains some elementary CFD problems one usually encounters when learning CFD for the first ti…☆28Updated 3 years ago
- Immersed Boundary Projection Method☆105Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆34Updated last year
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆82Updated last year
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆51Updated 2 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆51Updated 3 weeks ago
- Thoughts about ML committee for OpenFOAM☆36Updated 2 years ago
- A parallel lattice Boltzmann-immersed boundary-finite element (LIFE) solver for fluid-structure interaction.☆40Updated 2 years ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆101Updated 5 months ago
- 2D incompressible Navier Stokes solver written in Python for a lid-driven cavity☆29Updated 2 years ago
- 2D & 3D Matlab codes for the Immersed Boundary Method☆31Updated 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…☆171Updated 6 months ago
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆40Updated 6 years ago
- ☆27Updated 5 years ago
- PetIBM - toolbox and applications of the immersed-boundary method on distributed-memory architectures☆106Updated 2 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆29Updated 10 months ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆38Updated 8 months ago
- Deep Learning for Reduced Order Modelling☆88Updated 3 years ago
- ☆62Updated 2 months ago
- A CFD open source code dedicated to multiphase compressible flows☆105Updated 3 weeks ago
- Physics-informed neural networks for two-phase flow problems☆49Updated last year