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Benchmarks
Numerical Simulation on 2D wave Dirichlet boundaries 1,000 s
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2.9
Time per Step (ms)
FNO
-35.704
224.873
485.45
746.027
May 8, 2026
Time per Step (ms)
Total Simulation Time (s)
Relative Energy Error
Updated 23d ago
Evaluation Results
Method
Method
Links
Time per Step (ms)
Total Simulation Time (s)
Relative Energy Error
FNO
Net=F, Params=138,301,...
2026.05
2.9
145
-
PDE-Refiner
Net=E, Params=∼146M, N...
2026.05
26
1,300
271
ELM
Net=D, Params=3,521, N...
2026.05
968
48,400
19
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