NVIDIA SimNet Downloads
NVIDIA® SimNet™ is a Physics Informed Neural Networks (PINNs) toolkit for students and researchers who are either looking to get started with AI-driven physics simulations or are looking to leverage a powerful, existing framework to implement their domain knowledge to solve complex nonlinear physics problems with real-world applications.
- Novel Neural Network Architecture — PDEs with physical constraints while maintaining accuracy and convergence.
- Design Space Exploration —Parameterized system representation that solves for multiple scenarios simultaneously.
- Optimized for Multi-physics Problems —Solve complex PDEs on non-trivial geometries, or data assimilation or inverse problem use cases.