Sudden stratospheric warming events linked to polar vortex disruptions can lead to severe cold spells across North America and Europe. These temperature drops can have widespread impacts, including increased energy demand, transportation challenges, and risks to vulnerable populations. The ability to predict these events more accurately could help mitigate their effects by enabling better preparation and response strategies.