Peter Pavlík
Position: Physics-informed Deep Learning in Forecasting
Supervising team: Viera Rozinajová (KInIT), Anna Bou Ezzeddine (KInIT), Softec (industry partner)
In cooperation with an industry partner SOFTEC, we focus on using deep learning for efficient and accurate forecasting. To achieve this, we apply principles of physics-informed machine learning. The performance of developed algorithms is evaluated on the task of precipitation nowcasting.