2 papers
physics.ao-ph2026
Value of Adding AI Weather Model Ensembles to a Multi-model Probabilistic Blend
Harris Sop Nkuiate, Gavin Evans, Christopher A. T. Ferro +3
Many weather forecasting organizations use a multi-model blend of ensemble members from different prediction systems to obtain a more accurate forecast. Recent studies have shown t…
physics.ao-ph2026
Blending machine learning and physics-based approaches for weather and climate: a typology
Benjamin J Shipway, Caroline Bain, David Walters +6
The integration of machine learning (ML) with traditional physics-based models is reshaping the landscape of weather and climate prediction. On their own, ML-based and physics-base…