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Pressure drop prediction on Pressure Drop Prediction Dataset (Inlet 0.4 m/s)

0.85Mean Relative ErrorFNO
0.80681.09841.391.6816May 28, 2026

Evaluation results

MethodLinks
FNOModes=242026.050.85
MLP-AE L-DeepONetEncoder type=MLP-AE2026.051.24
MscaleFNO2026.051.75
CAE L-DeepONetEncoder type=CAE2026.051.93