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Forward PDE solving on Sine-Gordon Equation
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1.66
Relative L2 Error
HQNN
1.3364
3.5207
5.705
7.8893
Jun 17, 2026
Relative L2 Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error
HQNN
Parameter value (k)=7
2026.06
1.66
PINN
Parameter value (k)=7
2026.06
1.76
FPINN
Parameter value (k)=6
2026.06
1.81
PINN
Parameter value (k)=8
2026.06
2.13
FPINN
Parameter value (k)=7
2026.06
4.24
HQNN
Parameter value (k)=6
2026.06
5.47
PI-HPQNN
Parameter value (k)=6
2026.06
5.69
PI-HPQNN
Parameter value (k)=7
2026.06
6.02
HQNN
Parameter value (k)=8
2026.06
6.51
FPINN
Parameter value (k)=8
2026.06
8.33
PI-HPQNN
Parameter value (k)=8
2026.06
8.71
PINN
Parameter value (k)=6
2026.06
9.75
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