CFD Examples#
Computational Fluid Dynamics (CFD) examples using PhysicsNeMo.
Examples: CFD
- MeshGraphNet for transient vortex shedding
- AeroGraphNet for external aerodynamic evaluation
- DoMINO: Decomposable Multi-scale Iterative Neural Operator for External Aerodynamics
- Factorized Implicit Global Convolution Network
- XAeroNet: Scalable Neural Models for External Aerodynamics
- RNN for transient 2D Navier Stokes flow
- RNN for transient 3D Gray Scott system
- MeshGraphNet with Lagrangian mesh
- Nested Fourier Neural Operater for Darcy Flow
- Physics Guided models for Darcy flow
- Learning the flow field of Stokes flow
- Shallow Water Equations - Distributed GraphCast
- Temporal attention model in Mesh-Reduced space for transient vortex shedding
- Transolver for Darcy Flow
- Diffusion-based-Fluid-Super-resolution
- Thermal and airflow surrogate model for Datacenter design
- DoMINO-Automotive-Aero NIM Fine-tuning