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Benchmarks
Partial Differential Equation Solving on Allen-Cahn equation Small regime, phi=0.5
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0.0002
Relative MSE
PhyTF-GAN
-0.022264
0.12942
0.281104
0.432788
Jul 15, 2025
Relative MSE
Updated 16d ago
Evaluation Results
Method
Method
Links
Relative MSE
PhyTF-GAN
2025.07
0.0002
AAS-PINNs
2025.07
0.0006
FI-PINNs
2025.07
0.0169
Time marching
2025.07
0.0218
PINNs-RAR
2025.07
0.0936
Vanilla PINNs
2025.07
0.562
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