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Utilities & Testing

Optimization Layer

Simulation Core

User Layer

• Testing Modules
• Power Flow Calculations Utility
• Additional Utilities/Visualizations
• Optimization Library
• Simulation Engine
• Mathematical Solvers
• Power System Models
• Backend Selection (numpy/torch)

Parallel Executor

• Examples and Use Cases

• provides_config

• uses

• integrates

• selects_backend

• executes_parallel

• gradient_feedback

• utilizes

• validates

• supports