venturi123 / DRLinFluidsLinks
An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
☆172Updated 9 months ago
Alternatives and similar repositories for DRLinFluids
Users that are interested in DRLinFluids are comparing it to the libraries listed below
Sorting:
- Parallelizing DRL for Active Flow control☆69Updated 2 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆180Updated 2 years ago
- ☆16Updated 2 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆51Updated 3 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆64Updated last year
- Physics-informed neural networks for two-phase flow problems☆71Updated 2 months ago
- ☆34Updated 6 years ago
- ☆89Updated last year
- Deep Learning for Reduced Order Modelling☆102Updated 4 years ago
- ☆44Updated 3 years ago
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- Reduced order modelling techniques for OpenFOAM☆205Updated last week
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- Physics Informed Neural Networks: a starting step for CFD specialists☆38Updated 3 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆163Updated last week
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆70Updated last week
- Physics-informed neural networks for studying heat transfer in porous media☆19Updated 6 months ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Updated 2 years ago
- Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulen…☆126Updated 5 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆89Updated last year
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆108Updated 3 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆216Updated 2 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆33Updated last year
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆78Updated 7 months ago
- ☆14Updated 2 years ago
- ☆48Updated 3 years ago
- ☆34Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago