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Learning PDE Solution Operators on 1D Diffusion-Reaction
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22
Mean L2 Rel Error
SFO
-3.92
171.04
346
520.96
Dec 17, 2025
Dec 23, 2025
Dec 29, 2025
Jan 4, 2026
Jan 10, 2026
Jan 16, 2026
Jan 23, 2026
Mean L2 Rel Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean L2 Rel Error
SFO
Category=Ours
2026.01
22
SVD-NO
Category=SVD Kernel
2026.01
33
FNO
Category=Fourier
2026.01
39
MPNN
Category=Graph (Local)
2026.01
39
UNO
Category=Fourier
2026.01
40
PINO
Category=PINN, Fourier
2026.01
43
DeepONet
Category=DeepONet
2026.01
61
PIP2 Net
2025.12
156.1
PI-DeepONet
2025.12
449.1
POU-DeepONet
2025.12
510.1
DeepONet
2025.12
665.1
UNet
Category=Neural surrogate
2026.01
670
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