AndreWeiner / flowtorchLinks
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
☆163Updated 3 weeks ago
Alternatives and similar repositories for flowtorch
Users that are interested in flowtorch are comparing it to the libraries listed below
Sorting:
- Reduced order modelling techniques for OpenFOAM☆204Updated 3 weeks ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆95Updated 6 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆115Updated last month
- Easy Reduced Basis method☆92Updated this week
- RBniCS - reduced order modelling in FEniCS (legacy)☆114Updated 10 months ago
- Deep Learning for Reduced Order Modelling☆103Updated 4 years 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…☆66Updated last year
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆108Updated 3 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Updated 2 years ago
- A Computational Fluid Dynamics (CFD) course with Python☆109Updated 2 years ago
- OpenFoam postprocessing python tool☆191Updated 9 months ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- OpenFOAM and Machine Learning Hackathon☆80Updated 7 months ago
- Immersed Boundary Projection Method☆118Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆91Updated 2 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- Modred main repository☆79Updated 4 years ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆96Updated 2 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Updated 10 years ago
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆135Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆71Updated last week
- Parallelizing DRL for Active Flow control☆70Updated 2 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆175Updated 10 months ago
- Monolithic Fluid-Structure Interaction (FSI) solver☆73Updated 9 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆52Updated 3 years ago
- ☆34Updated 6 years ago
- Thoughts about ML committee for OpenFOAM☆43Updated 3 years ago