Reduced-Order Modeling of Cyclo-Stationary Time Series Using Score-Based Generative Methods

Ludovico Theo Giorgini, Tobias Bischoff, Andre Noguiera Souza

Many natural systems exhibit cyclo-stationary behavior characterized by periodic forcing such as annual and diurnal cycles. We present a data-driven method leveraging recent advanc…