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Eigenvalue Problem Simulation on Case 1 Single group eigenvalue problem
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1.2
L2 Norm Error
DON-SP
-0.48
10.86
22.2
33.54
Sep 1, 2025
L2 Norm Error
Normalized Simulation Time
Eigenvalue k
Updated 19d ago
Evaluation Results
Method
Method
Links
L2 Norm Error
Normalized Simulation Time
Eigenvalue k
DON-SP
Backbone=DeepONet, Pre...
2025.09
1.2
2.226
1.7144
DON-SP
Solver Architecture=De...
2025.09
1.2
-
-
DON-CP
Backbone=DeepONet, Pre...
2025.09
2.4
22.093
1.7145
DON-CP
Solver Architecture=De...
2025.09
2.4
-
-
FNO-CP
Backbone=FNO, Precondi...
2025.09
6.1
58.592
1.7146
FNO-CP
Solver Architecture=Fo...
2025.09
6.1
-
-
FNO-SP
Backbone=FNO, Precondi...
2025.09
43.2
27.518
1.7151
FNO-SP
Solver Architecture=Fo...
2025.09
43.2
-
-
Model-based
Method Type=Standard i...
2025.09
-
100
1.714
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