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ResearchFormerly WizWand

10-meter U-component of Wind (u10) Forecasting on ERA5 5.625° resolution

0.92RMSEPINN-Cast
0.83881.38691.9352.4831Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PINN-CastLead Time (hrs.)=62026.040.9297
PINN-CastLead Time (hrs.)=122026.041.1196
PINN-CastLead Time (hrs.)=182026.041.2895
ClimODELead Time (hrs.)=62026.041.4491
PINN-CastLead Time (hrs.)=242026.041.4693
ClimaXLead Time (hrs.)=62026.041.5892
ClimODELead Time (hrs.)=122026.041.889
PINN-CastLead Time (hrs.)=362026.041.8989
ClimaXLead Time (hrs.)=122026.041.9688
ClimODELead Time (hrs.)=182026.041.9788
ClimODELead Time (hrs.)=242026.04287
ClimaXLead Time (hrs.)=182026.042.2484
ClimODELead Time (hrs.)=362026.042.2583
ClimaXLead Time (hrs.)=242026.042.4980
ClimaXLead Time (hrs.)=362026.042.9570