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Fluid flow prediction on IWP TPMS channel
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0.0255
MSE (|u|)
MUSA-PINN
-0.22698
1.47726
3.1815
4.88574
Mar 9, 2026
MSE (|u|)
Relative L2 (|u|)
MSE (p)
Relative L2 (p)
Updated 2mo ago
Evaluation Results
Method
Method
Links
MSE (|u|)
Relative L2 (|u|)
MSE (p)
Relative L2 (p)
MUSA-PINN
Reference=Ours
2026.03
0.0255
6.12
96.4645
36.37
MDPINN-GD
Reference=NeurIPS' 2025
2026.03
5.8951
93.02
686.5231
97.02
CoPINN
Reference=ICML' 2025
2026.03
6.1125
94.72
752.9209
101.6
PINN-PE
Reference=-
2026.03
6.136
94.49
754.1458
101.69
RoPINN
Reference=NeurIPS' 2024
2026.03
6.3375
96.45
759.8746
102.07
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