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physics.ao-ph2026
HClimRep-Ocean: A Global Ocean Emulator on an Unstructured Mesh
Kacper Nowak, Aleksei Koldunov, Nikolay Koldunov +7
Machine-learning (ML) emulators for atmospheric processes have advanced rapidly in recent years, transforming weather forecasting. Although early ML ocean forecasting models now ex…
cs.DB2026
Beyond Standard Datacubes: Extracting Features from Irregular and Branching Earth System Data
Mathilde Leuridan, James Hawkes, Tiago Quintino +1
Earth science datasets are growing rapidly in both volume and structural complexity. They increasingly contain richly labelled data with heterogeneous metadata and complex internal…