Welcome to fair-sciml Documentation!

Explore the documentation for fair-sciml, a project combining PDE simulators and machine learning models to solve and analyze partial differential equations efficiently.

Contents

Contents:

• Simulators Documentation
  • Overview
  • Base Simulator
  • Poisson Simulator
  • Biharmonic Simulator
  • HDF5 File Structure
  • Advanced Usage
  • Contact
• DeepONet Model Documentation
  • Overview
  • Usage Example
  • Model Architecture
  • Key Features
  • Example Training Workflow
  • Dependencies
  • Advanced Usage
  • Contributing
  • Contact
• FNO 2D Model Documentation
  • Overview
  • Usage Example
  • Model Architecture
  • Key Features
  • Training Workflow
  • Metrics
  • Dependencies
  • Advanced Usage
  • Contact
• Utils Documentation
  • Overview
  • Modules
  • metadata.py
  • h5_handler.py
  • Contributing
• References

Additional Resources

• Index

• Module Index

• Search Page