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Benchmarks
PDE solving on 2D Convection-Diffusion
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0
MSE
GC-PINN
-0.000001
0.000008
0.000017
0.000026
Feb 18, 2026
MSE
Relative L2 Error
Relative H1 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
Relative L2 Error
Relative H1 Error
GC-PINN
Mapping=Local Stretching
2026.02
0
0.0004
0.0005
GC-PINN
Mapping=Torus Mapping
2026.02
0
0.0005
0.0011
SA-PINN
2026.02
0
0.0007
0.0014
gPINN
2026.02
0
0.0011
0.0018
GC-PINN
Mapping=Radial Mapping
2026.02
0
0.0012
0.0018
PINN+RAR
2026.02
0
0.0016
0.0023
FF-PINN
2026.02
0
0.0019
0.0035
PINN
2026.02
0
0.0115
0.0183
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