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Parametric PDE Solving on Viscous Burgers equation initial condition u(0, x) = -sin(πx) v=0.01/π (test)
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1.68
Rel L2 Error (Test)
SA-PINN
1.5324
2.5287
3.525
4.5213
Jun 3, 2026
Rel L2 Error (Test)
Wall Time (min)
Updated 11h ago
Evaluation Results
Method
Method
Links
Rel L2 Error (Test)
Wall Time (min)
SA-PINN
Weighting strategy=sin...
2026.06
1.68
4.6
ReLoBRaLo
Weighting strategy=sin...
2026.06
1.82
5.4
Causal-PINN
Weighting strategy=sin...
2026.06
2.21
7.1
LC-PINN
Shot count (K)=100, We...
2026.06
3.47
24.8
FNO
Method Type=operator
2026.06
5.37
8
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