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Eigenvalue Problem Simulation on Case 2 Single group eigenvalue problem
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0.0004
L2-Norm Error (x 10^-4)
FNO-CP
-4,639.999626
26,680.000277
58,000.00018
89,320.000083
Sep 1, 2025
L2-Norm Error (x 10^-4)
Normalized Simulation Time
Eigenvalue k
Updated 19d ago
Evaluation Results
Method
Method
Links
L2-Norm Error (x 10^-4)
Normalized Simulation Time
Eigenvalue k
FNO-CP
Solver Architecture=Fo...
2025.09
0.0004
-
-
FNO-SP
Solver Architecture=Fo...
2025.09
0.0004
-
-
DON-CP
Solver Architecture=De...
2025.09
0.0005
-
-
DON-SP
Solver Architecture=De...
2025.09
0.0012
-
-
FNO-CP
Backbone=FNO, Precondi...
2025.09
36,000
47.265
0.4026
FNO-SP
Backbone=FNO, Precondi...
2025.09
38,000
48.935
0.4026
DON-CP
Backbone=DeepONet, Pre...
2025.09
48,000
43.382
0.4026
DON-SP
Backbone=DeepONet, Pre...
2025.09
116,000
74.923
0.4026
Model-based
Method Type=Standard i...
2025.09
-
100
0.4025
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