Autoregressive PDE rollout on Navier-Stokes cylinder wake (T = 6.75)
0.0276Relative Error (ux)AE-ViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE-ViTone-step prediction=true2026.04 | 0.0276 | 0.1271 | 0.1861 | |
| AE + 1D transformerone-step prediction=true2026.04 | 0.1391 | 0.7166 | 1.3438 | |
| DL-ROMone-step prediction=false2026.04 | 0.4147 | 1.3706 | 3.3751 | |
| ViTone-step prediction=true2026.04 | 0.433 | 1.0222 | 1.8081 |