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Training Time for Learning PDE Solution Operators on 1D Cahn-Hilliard
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1.65
Training Time per Epoch (s)
FNO
0.9668
5.5784
10.19
14.8016
Jan 23, 2026
Training Time per Epoch (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Training Time per Epoch (s)
FNO
2026.01
1.65
SFO
2026.01
1.85
UNet
2026.01
2.14
UNO
2026.01
2.18
PINO
2026.01
2.27
SVD-NO
2026.01
2.71
DeepONet
2026.01
18.73
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