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ResearchFormerly WizWand

10-meter V-component of Wind (v10) Forecasting on ERA5 5.625° resolution

0.95RMSEPINN-Cast
0.87041.40771.9452.4823Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PINN-CastLead Time (hrs.)=62026.040.9597
PINN-CastLead Time (hrs.)=122026.041.1596
PINN-CastLead Time (hrs.)=182026.041.3294
PINN-CastLead Time (hrs.)=242026.041.593
ClimODELead Time (hrs.)=62026.041.5392
ClimaXLead Time (hrs.)=62026.041.692
ClimODELead Time (hrs.)=122026.041.8189
PINN-CastLead Time (hrs.)=362026.041.9288
ClimODELead Time (hrs.)=182026.041.9588
ClimaXLead Time (hrs.)=122026.041.9788
ClimODELead Time (hrs.)=242026.042.0286
ClimaXLead Time (hrs.)=182026.042.2683
ClimODELead Time (hrs.)=362026.042.2983
ClimaXLead Time (hrs.)=242026.042.4880
ClimaXLead Time (hrs.)=362026.042.9470