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Modeling Partial Differential Equations on Convection PDE 1-dimensional (test)
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0
Loss
PINNsformer (x^3 + dynamic scale)
0.00004
0.000048
0.000057
0.000065
Oct 24, 2024
Loss
rMAE
rMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Loss
rMAE
rMSE
PINNsformer (x^3 + dynamic scale)
Activation=x^3 + dynam...
2024.10
0
0.035
0.04
PINNsformer (x^3 + fixed scale)
Activation=x^3 + fixed...
2024.10
0
0.039
0.043
PINNsformer (softmax)
Activation=softmax
2024.10
0.0001
0.041
0.044
PINNsformer (x^3)
Activation=x^3
2024.10
0.0001
0.098
0.11
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