venturi123 / DRLinFluidsLinks
An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
☆170Updated 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☆177Updated 2 years ago
- ☆16Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆70Updated 2 months ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆63Updated last year
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- ☆86Updated last year
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆51Updated 3 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- ☆48Updated 3 years ago
- ☆33Updated 6 years ago
- Reduced order modelling techniques for OpenFOAM☆205Updated last month
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- ☆43Updated 3 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆216Updated 2 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆69Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆106Updated 3 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆243Updated last month
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆77Updated 6 months ago
- The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University☆145Updated 4 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆38Updated 3 years ago
- Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulen…☆127Updated 5 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆80Updated 4 years ago
- Deep Learning for Reduced Order Modelling☆101Updated 4 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆18Updated 5 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆87Updated last year
- In-situ data analyses and machine learning with OpenFOAM and Python☆180Updated last year
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- ☆14Updated 2 years ago