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Benchmarks
Inverse Problem on 1D Burgers cross-PDE transfer from Allen-Cahn
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0.26
L2 Error
Full FT
-2.49
16.0725
34.635
53.1975
Jul 6, 2026
L2 Error
Viscosity (ν) Error
Updated 18d ago
Evaluation Results
Method
Method
Links
L2 Error
Viscosity (ν) Error
Full FT
Time (s)=81
2026.07
0.26
0.568
TGSR-PINN
Time (s)=92
2026.07
0.268
0.408
Partial Transfer
Time (s)=92
2026.07
0.29
0.832
PINNs
Time (s)=95
2026.07
0.3
0.781
Lightweight FT
Time (s)=101
2026.07
0.8
12.565
BitFit
Time (s)=87
2026.07
69.01
4,891
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