Sofia

– Version 0.4.2.dev7+b8155d5 –

Sofia is a symbolic compute engine with high-level interface for building partial differential equations solvers.

Develop a full simulation in a few lines of code:

• Available as Python package: fast and easy installation (no compilation required) on any platform, and ready for integration in automated workflows and AI coding tools

• Symbolic math input: high-level interface for writing symbolic mathematical equations

• Platform-agnostic code generation: automatic translation of symbolic solver programs into code that runs on CPU, GPU, TPU and other hardware in the future

• High-performance simulations: no low-level coding and optimisation required

Contents

• Installation
  • Requirements
  • Installing uv
  • Installation
  • Developing and Contributing
• User Manual
  • Getting Started
  • SymPy Basics
  • Domains and Fields
  • Field Expressions
  • Discrete Interface
  • Automatic Discretisation
  • Boundary Conditions
  • Running a Simulation
  • Writing IR
• API Reference
  • sofia.domain package
  • sofia.field package
  • sofia.geometry package
  • sofia.pde package
  • sofia.ir package