Tokamak AI control system simulator
This breakthrough enables reliable real-time control for fusion energy devices by simulating high-frequency diagnostic systems that were previously difficult to test. The framework provides a reproducible environment for testing fail-safe behavior before deployment on actual tokamaks, potentially accelerating fusion energy development.