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Forward PDE Solving on Helmholtz (test)
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0.1385
Relative H1 Error
FM4PDE
0.08884
0.424045
0.75925
1.094455
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
FM4PDE
Observation setting=fu...
2026.05
0.1385
sCM-PINN
NFE=64
2026.02
0.233
sCM
NFE=64
2026.02
0.282
sCM-PINN
NFE=32
2026.02
0.287
sCM
NFE=32
2026.02
0.334
sCM-PINN
NFE=16
2026.02
0.376
DeepONet
Observation setting=fu...
2026.05
0.4106
sCM
NFE=16
2026.02
0.431
FNO
Observation setting=fu...
2026.05
0.5164
DiffusionPDE
NFE=127
2026.02
0.937
DiffusionPDE
NFE=63
2026.02
1.2
DiffusionPDE
NFE=31
2026.02
1.38
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