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ResearchFormerly WizWand

PDE Modeling on Diffusion Reaction 2D (DR2D)

0.0012RMSEMNO
-0.001420.0162650.033950.051635Oct 3, 2024
Updated 7mo ago

Evaluation results

MethodLinks
MNOType=Mamba, Base Architecture=Galerkin Transformer2024.100.00120.01830.0099
MNOType=Mamba, Base Architecture=GNOT2024.100.0060.08110.057
FNOType=Non-Transformer2024.100.00810.12030.0715
G.T.Type=Galerkin2024.100.00830.12590.0723
MNOType=Mamba, Base Architecture=OFormer2024.100.01230.17120.1134
OFormerType=Normalised2024.100.01770.26810.1559
GNOTType=Galerkin2024.100.05670.69530.7233
UNetType=Non-Transformer2024.100.06150.84490.5614
DeepONetType=Non-Transformer2024.100.06670.87710.604