重新整理并完善的NVIDIA Modulus Examples,包含必要中文注释(zh-cn)。
- 硬件:NVIDIA GTX 4090
- 开发环境:NVIDIA Modulus 24.01 (with docker)
docker pull nvcr.io/nvidia/modulus/modulus:24.01
- Modulus Core
- Weather and Climate
- AFNO
- DLWP
- GraphCast
- CFD
- AeroGraphNet for aerodynamic
- MeshGraphNet for transient vortex shedding
- FNO for Darcy Flow
- NFNO for Darcy Flow
- RNN for 2D N-S
- RNN for 3D Gray Scott System
- Healthcare
- MeshGraphNet
- Molecular Dynamics
- GNN
- Weather and Climate
- Modulus Sym
- 1D Wave Equation
- 2D Wave Equation
- Spring Mass ODE
- 2D LDC - Laminar
- Zero Equation Turbulence
- Scalar Transport
- Inverse 1D Wave Equation
- 1D Wave with Causal Training
- 2D LDC with Importance Sampling
- 2D LDC with Domain Decomposition
- 2D LDC with FBPINN
- 3D Taylor Green with Moving Time Window
- 3D Taylor Green with Causal Training
- 2D Cylinder - Laminar
- 2D Chip Solid-Solid Heat Transfer
- 2D Chip Solid-Fluid Heat Transfer - Flow
- 2D Chip Solid-Fluid Heat Transfer - Heat Transfer
- 2D Waveguide Cavity
- 2D Dielectric Slab Waveguide
- 2D Helmholtz
- 2D Helmholtz with NTK
- 2D Helmholtz with HardBC
- 2D Helmholtz with First Order
- 2D Helmholtz with Adaptive Activation Functions
- 3D Waveguide Cavity
- 3D Dielectric Slab Waveguide
- Linear Elasticity
- Variational Examples
- Complex Geo
- 2D N-S (Turbulent Channel)
- TSR (Turbulence Super Resolution)
- Conjugate Heat Transfer
- 3D Fin Parameterization
- FPGA
- Industrial Heat Sink