Gallinator/porous-cfd
0
Porous CFD web app
A small web app to experiment with the 2D models proposed in the paper "Geometry-Aware Physics-Informed PointNets for Modeling Flows Across Porous Structures ".<br> Features:
- Physics Informed PointNet and Physics Informed Geometry Aware Neural Networks available
- PointNet++ variants included
- Simulation of porous objects inside ducts using the Navier-Stokes-Darcy equations
- Variable inlet velocity, angle and porosity
- Porous object editor using B-Splines
- Interactive plots
- Ground truth OpenFOAM simulations
- Parallel server requests processing with FastAPI
The app is hosted on Hugging Face Spaces.