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Training Time for Learning PDE Solution Operators on 1D Cahn-Hilliard

1.65Training Time per Epoch (s)FNO
0.96685.578410.1914.8016Jan 23, 2026

Evaluation results

MethodLinks
FNO2026.011.65
SFO2026.011.85
UNet2026.012.14
UNO2026.012.18
PINO2026.012.27
SVD-NO2026.012.71
DeepONet2026.0118.73