Fast prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition

Kevin Gill, Ionut-Gabriel Farcas, Silke Glas +1

Parametric data-driven reduced-order models (ROMs) that embed dependencies in a large number of input parameters are crucial for enabling many-query tasks in large-scale problems.…