API Reference

This section details the API of the AI4Plasma package.

Modules

• 1. Core Module
  • 1.1. Model
  • 1.2. Network
• 2. Physics-Informed Machine Learning (PIML)
  • 2.1. Geometry
  • 2.2. PINN
  • 2.3. CS-PINN (Conservative PINN)
  • 2.4. RK-PINN (Runge-Kutta PINN)
  • 2.5. Meta-PINN (Meta-Learning PINN)
  • 2.6. NAS-PINN (Neural Architecture Search for PINN)
• 3. Operator Learning Module
  • 3.1. DeepONet
  • 3.2. DeepCSNet
• 4. Plasma Physics Module
  • 4.1. Properties
  • 4.2. Arc Discharge
• 5. Utilities
  • 5.1. Common
  • 5.2. Math
  • 5.3. Device
  • 5.4. I/O