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Benchmarks
Numerical Simulation on 1D wave periodic boundaries; 10,000 s
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5.5
Time per Step (ms)
LNN
5.12
7.685
10.25
12.815
May 8, 2026
Time per Step (ms)
Total Simulation Time (s)
Relative Energy Error (|ΔE/E0|)
Updated 23d ago
Evaluation Results
Method
Method
Links
Time per Step (ms)
Total Simulation Time (s)
Relative Energy Error (|ΔE/E0|)
LNN
Net=B, Params=324,001,...
2026.05
5.5
549
1,680
LNN
Net=B, Params=324,001,...
2026.05
5.7
141
680
ELM
Net=C, Params=322,801,...
2026.05
9.4
235
21
ELM
Net=C, Params=322,801,...
2026.05
9.6
481
5.2
ELM
Net=C, Params=322,801,...
2026.05
15
1,500
1.9
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