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ResearchFormerly WizWand

PDE Solving on Viscous Burgers' equation

0.0104Relative L2 ErrorDCGD+LRA
-0.0283040.2329480.49420.755452Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DCGD+LRAloss balancing=LRA2024.090.0104
DCGD+NTKloss balancing=NTK2024.090.0113
DCGD2024.090.0124
PCGrad2024.090.0159
LRA2024.090.018
NTK2024.090.0224
Aligned-MTL2024.090.0294
CAGrad2024.090.0321
Adam2024.090.0683
MultiAdam2024.090.0875
MGDA2024.090.978