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ResearchFormerly WizWand

Solving PDEs on Klein-Gordon Equation (test)

0.0068Max Relative L2 ErrorDCGD (Center) + LRA
-0.0339080.2408710.515650.790429Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DCGD (Center) + LRAOptimizer=DCGD (Center) + LRA2024.090.00680.0036
DCGD (Center) + NTKOptimizer=DCGD (Center) + NTK2024.090.00790.0035
DCGD (Center)Optimizer=DCGD (Center)2024.090.01120.0042
LRAOptimizer=LRA2024.090.01660.0037
MultiAdamOptimizer=MultiAdam2024.090.02730.016
PCGradOptimizer=PCGrad2024.090.03990.0156
NTKOptimizer=NTK2024.090.05810.0078
AdamOptimizer=Adam2024.090.15860.0376
CAGradOptimizer=CAGrad2024.090.28450.0872
Aligned-MTLOptimizer=Aligned-MTL2024.090.91330.2922
MGDAOptimizer=MGDA2024.091.02450.2168