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Benchmarks
Velocity and pressure field prediction on Lid-Driven Cavity Flow
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0.0127
MSE
UniPINN
0.010564
0.024982
0.0394
0.053818
Mar 11, 2026
MSE
Updated 2mo ago
Evaluation Results
Method
Method
Links
MSE
UniPINN
2026.03
0.0127
MMPDE-Net
2026.03
0.0168
KIH-PINN
2026.03
0.0249
GPR
2026.03
0.0251
Standard PINN
2026.03
0.0287
AL-PINN
2026.03
0.0312
DNN
2026.03
0.0325
Linear Regression
2026.03
0.0661
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