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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…
cs.LG2024
STC-ViT: Spatio Temporal Continuous Vision Transformer for Medium-range Global Weather Forecasting
Hira Saleem, Flora Salim, Cormac Purcell
Operational Numerical Weather Prediction (NWP) system relies on computationally expensive physics-based models. Recently, transformer models have shown remarkable potential in weat…