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Diffusion-reaction equations in-distribution (test)
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0.0029
RMSE
NOVA
-0.004584
0.045933
0.09645
0.146967
Jan 27, 2026
RMSE
NOVA Gain (x)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
NOVA Gain (x)
NOVA
Compared against=FNO
2026.01
0.0029
2.8
NOVA
Compared against=U-Net
2026.01
0.0029
21
NOVA
Compared against=MLP-PINN
2026.01
0.0029
65.5
FNO
2026.01
0.0081
-
U-Net
2026.01
0.061
-
MLP-PINN
2026.01
0.19
-
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