2 papers
physics.ao-ph2026
Interpretability of AI weather models via intermediate decoding
Matthias Beylich, Kirsten I. Tempest, Tobias Selz +1
AI weather prediction models are often regarded as black boxes. Despite their impressive skill, there is little understanding of how the input data is processed during inference to…
physics.ao-ph2026
The physics of AI weather models
George Craig, Tobias Selz, Matthias Beylich +1
Could it be that AI weather models are solving physical equations, although they may not be the equations used by conventional NWP models? We compute correlations of forecast skill…