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physics.ao-ph2024
A-UTE: Advection Informed, Uncertainty Aware Temperature Emulator
Hira Saleem, Flora Salim, Cormac Purcell +1
Physics-based Earth system models (ESMs) are essential for attributing climate change and generating scenario projections, yet their reliance on high-resolution numerical integrati…
physics.ao-ph2024
Identifying high resolution benchmark data needs and Novel data-driven methodologies for Climate Downscaling
Declan Curran, Hira Saleem, Flora Salim
We address the essential role of information retrieval in enhancing climate downscaling, focusing on the need for high-resolution datasets and the application of deep learning mode…