PDE Solving on Kuramoto-Sivashinsky (KS)
0.0203Rel L2 ErrorMamba-NO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Mamba-NOTime (s)=120,8122026.05 | 0.0203 | — | |
| MSAT (no physics)Time (s)=342026.05 | 0.0357 | — | |
| MSAT (physics)Time (s)=1882026.05 | 0.0502 | — | |
| FNOTime (s)=6342026.05 | 0.171 | — | |
| DeepONetTime (s)=2,5202026.05 | 0.902 | — | |
| PINN-LRATime (s)=2,5272026.05 | 0.967 | — | |
| Vanilla PINNTime (s)=6312026.05 | 1.006 | — | |
| RAR2026.05 | 1.01 | — | |
| GNOTTime (s)=6,5732026.05 | 1.123 | — | |
| DSGNARPrecision=Double, Params=15,265, Sketch s=5,0002026.07 | 5.12 | 5,226.6 | |
| Kiy+25Precision=Double, Params=15,265, Sketch s=5,0002026.07 | 6.51 | 130,222 |