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2D diffusion-reaction equations prediction on 2D diffusion-reaction equations T (test_id)
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0.0029
RMSE
NOVA
-0.004584
0.045933
0.09645
0.146967
Jan 27, 2026
RMSE
nRMSE
Max Error
cRMSE
bRMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
nRMSE
Max Error
cRMSE
bRMSE
NOVA
Adaptation=physics-inf...
2026.01
0.0029
0.034
0.074
0.0002
0.0096
FNO
Model type=purely data...
2026.01
0.0081
0.12
0.091
0.0017
0.027
U-Net
Model type=purely data...
2026.01
0.061
0.84
0.19
0.039
0.078
MLP-PINN
2026.01
0.19
1.6
0.5
0.13
0.22
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