paper
2026
Global medium-range NWP
Position or perspective paper
University of Reading Journal
2026-04-02
022
Apr 2026
Leonard A. Smith, Alan J. Thorpe
Bulletin of the American Meteorological Society
University of Reading
Position paper arguing that statistical ML cannot and should not replace physics-based simulation for weather forecasting.
The Primacy of Physical Simulation in the Age of AI: A Critique of ML for Weather Forecasting
In one sentence. Position paper arguing that statistical ML cannot and should not replace physics-based simulation for weather forecasting.
Labels
- Topic
- Global medium-range NWP
- Type
- Position or perspective paper
- Domain
- Global
- Status
- Research
- Identifiers
- DOI:10.1175/bams-d-25-0214.1 OpenAlex:W7148594416
- Added
- 2026-10-22
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