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Neural Operator Learning on δ-Helmholtz
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0.0013
Relative L2 Error
UFO
-0.043808
0.260671
0.56515
0.869629
May 12, 2026
Relative L2 Error
Barron Relative Error
Updated 20d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
Barron Relative Error
UFO
δ=4.3
2026.05
0.0013
0.0343
FNO
δ=4.3
2026.05
0.0078
0.1042
UFO
δ=-30.8
2026.05
0.0569
1.1394
UFO
δ=30.8
2026.05
0.0579
0.4856
DeepONet
δ=-30.8
2026.05
0.0641
0.5667
DeepONet
δ=30.8
2026.05
0.2222
3.2333
DeepONet
δ=4.3
2026.05
0.2279
0.1331
FNO
δ=30.8
2026.05
0.3899
0.7637
FNO
δ=-30.8
2026.05
1.129
1.6335
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