Bayesian optimization of stellarator alpha-particle confinement using data-informed parameter spaces and dimensionality reduction

Matt Landreman, Michael Czekanski, Andrew Giuliani +2

Modern stellarators are typically designed by optimizing the shape of the plasma boundary surface, with the parameters taken to be Fourier amplitudes. Many promising optimization a…