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ResearchFormerly WizWand

Temperature at 850hPa (T850) Forecasting on ERA5 5.625° resolution

0.83RMSE (T850)PINN-Cast
0.76361.21181.662.1082Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PINN-CastLead Time (hrs.)=62026.040.8398
PINN-CastLead Time (hrs.)=122026.040.9997
PINN-CastLead Time (hrs.)=182026.041.0997
ClimODELead Time (hrs.)=62026.041.1697
PINN-CastLead Time (hrs.)=242026.041.1997
ClimODELead Time (hrs.)=122026.041.3296
PINN-CastLead Time (hrs.)=362026.041.4495
ClimODELead Time (hrs.)=182026.041.4796
ClimODELead Time (hrs.)=242026.041.5595
ClimaXLead Time (hrs.)=62026.041.6494
ClimODELead Time (hrs.)=362026.041.7594
ClimaXLead Time (hrs.)=122026.041.7793
ClimaXLead Time (hrs.)=182026.041.9392
ClimaXLead Time (hrs.)=242026.042.1790
ClimaXLead Time (hrs.)=362026.042.4986