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Inverse PDE solving on Darcy Flow
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1.3
Relative Error
Di-BiLPS
-1.036
14.732
30.5
46.268
Jun 25, 2024
Oct 19, 2024
Feb 13, 2025
Jun 9, 2025
Oct 4, 2025
Jan 28, 2026
May 25, 2026
Relative Error
Runtime (s)
Updated 8d ago
Evaluation Results
Method
Method
Links
Relative Error
Runtime (s)
Di-BiLPS
2026.05
1.3
36.04
DiffusionPDE
Observation mode=Spars...
2024.06
3.2
-
DiffPDE
2026.05
3.2
255.74
FM4PDE
number of steps=1000,...
2026.05
17.76
-
DiffusionPDE
number of steps=1000,...
2026.05
35.83
-
DeepONet
Observation mode=Spars...
2024.06
41.1
-
DeepONet
2026.05
41.1
-
PINO
Observation mode=Spars...
2024.06
49.2
-
PINO
2026.05
49.2
-
FNO
Observation mode=Spars...
2024.06
49.3
-
FNO
2026.05
49.3
-
PINNs
Observation mode=Spars...
2024.06
59.7
-
PINNs
2026.05
59.7
-
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