CST Tuning Loop

What problem does it solve?

Automates CST tuning by orchestrating a keep/revert optimization loop: read state, propose parameter changes, validate constraints, run CST, score results, and decide to keep or revert.

Core Features & Use Cases

• End-to-end automation for CST-based metamaterial design tuning, capable of broadband, narrowband, and multiband targets.
• Supports topology changes, material overrides, and script-driven experiments within the auto_cst framework.
• Detailed logging and best-so-far tracking, enabling seed data for downstream ML design or template generation.

Quick Start

Load your current design state and run the CST tuning loop to propose changes, validate constraints, execute simulations, score results, and keep or revert automatically.