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Solving Helmholtz Equations on High-Dimensional 2D Helmholtz
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0.0778
Relative Error
CP-PINN
-0.000288
0.526806
1.0539
1.580994
Mar 24, 2026
Relative Error
Updated 25d ago
Evaluation Results
Method
Method
Links
Relative Error
CP-PINN
R=–
2026.03
0.0778
CELG-CP
R=16
2026.03
0.15
CELG
R=16
2026.03
0.178
CELG-CP
R=32
2026.03
0.223
CELG
R=32
2026.03
0.299
CELG-CP
R=8
2026.03
0.327
H-Spline
R=16
2026.03
0.746
PIXEL
R=8
2026.03
0.894
PIXEL
R=16
2026.03
0.908
PIXEL
R=32
2026.03
1.02
CELG
R=8
2026.03
1.08
H-Spline
R=32
2026.03
1.28
H-Spline
R=8
2026.03
1.33
Vanilla
R=–
2026.03
2.03
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