venturi123 / DRLinFluidsLinks
An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
☆170Updated 8 months ago
Alternatives and similar repositories for DRLinFluids
Users that are interested in DRLinFluids are comparing it to the libraries listed below
Sorting:
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆175Updated 2 years ago
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- ☆16Updated 2 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆48Updated 2 years ago
- ☆33Updated 6 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆51Updated 3 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulen…☆126Updated 5 years ago
- The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University☆145Updated 4 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆69Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆204Updated 3 weeks ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Updated 2 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆62Updated last year
- Physics-informed neural networks for two-phase flow problems☆69Updated last month
- In-situ data analyses and machine learning with OpenFOAM and Python☆180Updated last year
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- ☆83Updated 11 months ago
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆73Updated 5 months ago
- Deep Learning for Reduced Order Modelling☆100Updated 4 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆104Updated 3 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆22Updated 6 years ago
- ☆24Updated last year
- Learning the Finite Volume Method in CFD with MATLAB Programming☆166Updated 2 years ago
- A curated list of repositories related to fluid dynamics.☆143Updated 2 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆95Updated 6 years ago
- Immersed boundary method empowered by signed distance field, and OpenFOAM.☆190Updated 4 months ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆38Updated 3 years ago
- ☆14Updated 2 years ago
- ☆47Updated 3 years ago