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Benchmarks
Inverse Problem on 2D advection–diffusion High-Péclet
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8
L2 Error
TGSR-PINN
7.584
10.392
13.2
16.008
Jul 6, 2026
L2 Error
Parameter Error
Updated 18d ago
Evaluation Results
Method
Method
Links
L2 Error
Parameter Error
TGSR-PINN
n=7, Time (s)=266
2026.07
8
4.426
Lightweight FT
n=7, Time (s)=232
2026.07
8.7
4.825
Full FT
n=7, Time (s)=235
2026.07
8.8
6.582
TL-gPINN
n=7, Time (s)=552
2026.07
9.1
7.43
Partial Transfer
n=7, Time (s)=242
2026.07
12.9
13.906
PINNs
n=7, Time (s)=252
2026.07
13.4
14.825
BitFit
n=7, Time (s)=160
2026.07
18.4
7.137
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