Spatial Generalization Tests for Machine Learning-based Weather Models to Assess Physical Consistency

Maren Höver, Milan Klöwer, Christian Schroeder de Witt +1

Machine learning-based weather prediction is revolutionizing weather forecasting by learning from weather data in present-day climate. However, generalization to other climates rem…