Varvara Vetrova

Graph neural networks for antarctic sea ice concentration forecasting

Antarctic sea ice is a crucial component of the climate system, yet in recent years it has undergone abrupt, poorly understood changes that motivate more accurate weeks-ahead forecasts. Existing statistical and dynamical approaches can struggle to represent the strongly nonlinear, heterogeneous, and rapidly evolving na...