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Bayesian Inverse Problem on 2D Navier-Stokes d=32 (1%, 5%, 10% Noise)
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0.2849
Relative Inversion Error (1% Noise)
Variational Flow (VF)
0.276656
0.332303
0.38795
0.443597
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)
Variational Flow (VF)
Dimension (d)=32, Aver...
2026.05
0.2849
0.3647
0.4207
UKI-FNO
Dimension (d)=32, Aver...
2026.05
0.2864
0.3778
0.4586
UKI-FDM
Dimension (d)=32, Aver...
2026.05
0.2948
0.3777
0.4571
SVGD-FNO
Dimension (d)=32, Aver...
2026.05
0.372
0.4591
0.5413
pCN
Dimension (d)=32, Aver...
2026.05
0.491
0.456
0.5387
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