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PINN Performance on Helmholtz Equation

0.0023Validation L2 ErrorStableGrad
0.0021320.0032660.00440.005534May 19, 2026

Evaluation results

MethodLinks
StableGradDepth=122026.050.002300
StableGradDepth=62026.050.003100
VanillaDepth=62026.050.004600
VanillaDepth=122026.050.006500