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Inverse Problem on 1D Darcy Flow d=32
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22.92
Relative Inversion Error (1% Noise)
VF
22.5144
25.2522
27.99
30.7278
May 28, 2026
Relative Inversion Error (1% Noise)
Relative Inversion Error (5% Noise)
Relative Inversion Error (10% Noise)
Updated 5d ago
Evaluation Results
Method
Method
Links
Relative Inversion Error (1% Noise)
Relative Inversion Error (5% Noise)
Relative Inversion Error (10% Noise)
VF
Truncation dimension (...
2026.05
22.92
35.69
40.76
UKI-FNO
Truncation dimension (...
2026.05
25.25
44.44
44.41
SVGD-FNO
Truncation dimension (...
2026.05
30.92
51.88
52.75
pCN
Truncation dimension (...
2026.05
31.64
50.36
53.01
UKI-FDM
Truncation dimension (...
2026.05
33.06
49.24
45.14
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