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Benchmarks
Maxwell's Equations Solution on Point Charge Source
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4.33
Relative L2 Error (Ex)
MMPINN
4.1624
5.2937
6.425
7.5563
Apr 30, 2026
Relative L2 Error (Ex)
Relative L2 Error (Ey)
Relative L2 Error (Hz)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error (Ex)
Relative L2 Error (Ey)
Relative L2 Error (Hz)
MMPINN
Avg. Training Time=182...
2026.04
4.33
3.91
2.31
AW-PINN
Avg. Training Time=76....
2026.04
5.31
6.54
9.01
W-PINN
Avg. Training Time=42....
2026.04
8.52
8.94
4.52
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