The CReSTIC laboratory (CASH team) will attend the General Assembly of the European Geosciences Union (EGU General Assembly) with a poster on the application of Deep Learning to predict stratospheric phenomena linked to the Antarctic Ozone layer. It is work developed as part of a CAPES-COFECUB international collaboration project between URCA, the University of Réunion Island and the Universidade Federal de Santa Maria (Brazil).