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Forward PDE Solving on Darcy Flow (test)
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0.105
Relative H1 Error
sCM-PINN
-1.474
9.18425
19.8425
30.50075
Feb 10, 2026
Feb 27, 2026
Mar 16, 2026
Apr 3, 2026
Apr 20, 2026
May 7, 2026
May 25, 2026
Relative H1 Error
Updated 8d ago
Evaluation Results
Method
Method
Links
Relative H1 Error
sCM-PINN
NFE=64
2026.02
0.105
sCM-PINN
NFE=32
2026.02
0.108
sCM-PINN
NFE=16
2026.02
0.11
sCM
NFE=64
2026.02
0.181
sCM
NFE=32
2026.02
0.192
sCM
NFE=16
2026.02
0.2
DiffusionPDE
NFE=127
2026.02
0.349
DiffusionPDE
NFE=63
2026.02
0.418
DiffusionPDE
NFE=31
2026.02
0.637
FM4PDE
Observation setting=fu...
2026.05
1.33
FNO
Observation setting=fu...
2026.05
3.62
DeepONet
Observation setting=fu...
2026.05
39.58
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