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Solving Fisher-KPP Equation on Fisher-KPP (D=0.25, r=4.0)
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0
eLoss
CGMPINN
-0.000014
0.000082
0.000179
0.000275
May 19, 2026
eLoss
L2 Error
Relative L2 Error
L-inf Error
Updated 14d ago
Evaluation Results
Method
Method
Links
eLoss
L2 Error
Relative L2 Error
L-inf Error
CGMPINN
CPU (s)=1722.9
2026.05
0
0.0008
0.001
0.004
LNN-PINN
CPU (s)=2823.3
2026.05
0
0.0047
0.0061
0.0214
gPINN
CPU (s)=7647.0
2026.05
0
0.0017
0.0022
0.007
PINN
CPU (s)=1527.0
2026.05
0
0.0017
0.0021
0.0065
STAR-PINN
CPU (s)=1698.6
2026.05
0
0.0011
0.0014
0.0074
lbPINN
CPU (s)=5711.2
2026.05
0.0004
0.0011
0.0015
0.0058
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