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physics.ao-ph2026
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…
physics.ao-ph2023
Earth Virtualization Engines -- A Technical Perspective
Torsten Hoefler, Bjorn Stevens, Andreas F. Prein +17
Participants of the Berlin Summit on Earth Virtualization Engines (EVEs) discussed ideas and concepts to improve our ability to cope with climate change. EVEs aim to provide intera…