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Benchmarks
Partial Differential Equation Solving on Allen-Cahn equation Medium regime, phi=1
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0.0001
Relative MSE
PhyTF-GAN
-0.015139
0.087965
0.191068
0.294171
Jul 15, 2025
Relative MSE
Updated 16d ago
Evaluation Results
Method
Method
Links
Relative MSE
PhyTF-GAN
2025.07
0.0001
AAS-PINNs
2025.07
0.0004
FI-PINNs
2025.07
0.0072
Time marching
2025.07
0.0145
PINNs-RAR
2025.07
0.0571
Vanilla PINNs
2025.07
0.382
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