Resources

Curated public resources for ML weather prediction, verification, benchmarking, data formats, and physical-process evaluation.

This page should start small and include only durable, public resources.

MLWP Frontier

• Km-scale MLWP publications website: https://leifdenby.github.io/kmscale-pubs/

Verification And Benchmarking

• WP-MIP: Weather Prediction Model Intercomparison Project: https://www.wcrp-esmo.org/activities/wp-mip
• Verification of AI-models in Operational Centers: https://hpfx.collab.science.gc.ca/~bca851/VerAIops2025/index.html
• VerAI workshop on verification of AI-based meteorological forecasts: https://www.met.reading.ac.uk/~pt904209/VerAI2025/index.html

Physical-Process Evaluation

• Moldovan et al. 2026, AIFS Single 1.1.0: https://doi.org/10.5194/gmd-19-4703-2026

Data Formats And Tooling

More links to be added as public resources become stable.

Community Initiatives

More links to be added as public resources become stable.