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Benchmarks
Thermal Diffusivity Recovery on 1D Heat Equation (held-out conditions)
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0
MSE (Interpolation)
Compiled
-0.0304
0.1748
0.38
0.5852
May 21, 2026
MSE (Interpolation)
Alpha Error
MSE (Extrapolation)
Updated 12d ago
Evaluation Results
Method
Method
Links
MSE (Interpolation)
Alpha Error
MSE (Extrapolation)
Compiled
Params=1
2026.05
0
0
0
Hand-coded
Params=1
2026.05
0
0
0
MLP
Params=9,674
2026.05
0.024
-
0.076
PINN
Params=8,578
2026.05
0.76
92.7
0.55
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