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Solving Partial Differential Equations on Reaction
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0.0011
rMAE
double PINN
-3.918856
22.540847
49.00055
75.460253
May 29, 2026
rMAE
Loss
rRMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
rMAE
Loss
rRMSE
double PINN
N (Number of collocati...
2026.05
0.0011
0
0.0029
OSSM-PINN-IM
2026.05
0.29
-
-
OSSM-PINN-IMEX
2026.05
0.31
-
-
PINNMamba
N (Number of collocati...
2026.05
0.92
0
2.1
PINNsFormer
2026.05
1.1
-
-
PINNsFormer
N (Number of collocati...
2026.05
1.5
0
3
PINN_FP64
N (Number of collocati...
2026.05
2.7
0
5
NeuSA
2026.05
29
-
-
PINNMamba
2026.05
70
-
-
ML-PINN
2026.05
98
-
-
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