Comprehensive Prediction of Core Plasma Profiles in Fusion Reactors through Surrogate-Based Optimization

This work presents a framework (PORTALS) that leverages surrogate modeling and optimization techniques to enable the prediction of core plasma profiles and performance with nonlinear gyrokinetic simulations at significantly reduced cost, with no loss of accuracy.