Autoregressive PDE rollout on Navier-Stokes cylinder wake (T = 2.7)
0.0173Relative Error (ux)AE-ViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE-ViTone-step prediction=true2026.04 | 0.0173 | 0.0724 | 0.0999 | |
| AE + 1D transformerone-step prediction=true2026.04 | 0.0839 | 0.4194 | 0.9068 | |
| DL-ROMone-step prediction=false2026.04 | 0.1514 | 1.0104 | 0.9318 | |
| ViTone-step prediction=true2026.04 | 0.3876 | 1.0225 | 1.6385 |