Evaluating Explainable AI Methods for Geoscientific Regression: Insights from Applications and the Lorenz-63 System

Ieuan Higgs, Todd Jones, Kieran Hunt +1

As artificial intelligence (AI) systems transition from research prototypes to operational tools in Earth system science and forecasting, establishing trust in their predictions be…