Projects
Stable project pages for ongoing UWC ML Liaison work. Blog posts will provide updates and reflections; these pages should remain relatively stable.
Physical-Process MLWP Seminar Series
A seminar series focused on whether and how machine-learning weather prediction models represent atmospheric processes. See Seminar Series.
Common MLWP Verification Tooling
Work towards reusable tooling for evaluating MLWP forecasts, including common data structures, verification workflows, and process-aware diagnostics.
This work connects to the planned split of RMI-developed verification tooling into focused packages such as data specifications, data loaders, and alignment / verification components.
Km-Scale MLWP Frontier / Review
Work to map the published state of the art for kilometre-scale MLWP, including known strengths, limitations, physical consistency, uncertainty, and cloud / precipitation behaviour.
MLWP Data Sharing And Common Formats
Work towards shared forecast datasets, common object-store infrastructure, and forecast data formats suitable for operational and scientific comparison across centres.
MLWP Ecosystem Map
A possible public-facing overview of software, models, datasets, and community initiatives relevant to ML weather forecasting. Publication depends on whether the material is durable and safe to share.