2 papers
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…
physics.flu-dyn2025
A regional implementation of a mixed finite-element, semi-implicit dynamical core
Christine Johnson, Ben Shipway, Thomas Melvin +7
This paper explores how to adapt a new dynamical core to enable its use in one-way nested regional weather and climate models, where lateral boundary conditions (LBCs) are provided…