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
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆266Updated 3 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago
- OpenFOAM and Machine Learning Hackathon☆80Updated 7 months ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆204Updated last month
- ☆92Updated last year
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Updated 2 years ago
- A Computational Fluid Dynamics (CFD) course with Python☆111Updated 2 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Updated 3 years ago
- Immersed Boundary Projection Method☆118Updated 5 years ago
- Curated list for ML in FM☆234Updated 4 months ago
- 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
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆47Updated last year
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆163Updated last month
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Updated 10 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
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆52Updated 5 years ago
- A curated list of repositories related to fluid dynamics.☆160Updated 2 years ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆237Updated last year
- 2D incompressible Navier Stokes solver written in Python for a lid-driven cavity☆38Updated 2 months ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆66Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆114Updated 10 months 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 4 months ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆175Updated 10 months ago
- OpenFoam postprocessing python tool☆191Updated 9 months ago