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ResearchFormerly WizWand

PDE Solving on Helmholtz (RMSE)

0.222RMSE (Helmholtz)GP-HM
0.209520.293760.3780.46224May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GP-HMParam=Grid=100^22026.050.222
MetaCollocParam=H=1282026.050.5
MetaCollocParam=H=2562026.050.502
PINN L-BFGSParam=H=1282026.050.502
PINN L-BFGSParam=H=2562026.050.502
PINN L-BFGSParam=H=5122026.050.502
PINN L-BFGSParam=H=10242026.050.502
ConFIGParam=H=1282026.050.502
ConFIGParam=H=2562026.050.502
ConFIGParam=H=5122026.050.502
ConFIGParam=H=10242026.050.502
PINN DCGDParam=H=1282026.050.502
PINN DCGDParam=H=2562026.050.502
PINN DCGDParam=H=5122026.050.502
PINN DCGDParam=H=10242026.050.502
MetaCollocParam=H=5122026.050.508
MetaCollocParam=H=10242026.050.534