Fusion Futures: Uncertainty Quantification for Plasma Control Systems

The project objective is to extend real-time plasma control frameworks with uncertainty quantification (UQ) to increase resilience. Plasma control systems must operate reliably. They have tight real-time performance constraints and must work across a range of parameter space in which adapting effectively to the response of the highly non-linear plasma is critical. Modern approaches to control problems recognize the importance of quantifying uncertainty and applying systematic treatment to optimise results. The proj...