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Benchmarks
Velocity and pressure field prediction on Couette Flow
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0.0127
MSE
UniPINN
-0.006592
0.123629
0.25385
0.384071
Mar 11, 2026
MSE
Updated 2mo ago
Evaluation Results
Method
Method
Links
MSE
UniPINN
2026.03
0.0127
KIH-PINN
2026.03
0.0339
MMPDE-Net
2026.03
0.0378
Standard PINN
2026.03
0.0468
AL-PINN
2026.03
0.0473
Linear Regression
2026.03
0.0661
DNN
2026.03
0.0683
GPR
2026.03
0.495
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