6 citations · 6 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2026
Explainable AI for Geoscientific Regression: Evaluating Sensitivity and Attribution Methods with the Lorenz-63 System and Applications
Ieuan Higgs, Todd Jones, Kieran Hunt +1
As artificial intelligence (AI) moves from research prototypes to operational tools in Earth system science, trust in its predictions becomes increasingly important. Explainable AI…
cs.LG2023★ 6 cited
Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán
Andrew J. Charlton-Perez, Helen F. Dacre, Simon Driscoll +8
There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques. As they become a part of the weather forecasting too…