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Autoregressive PDE rollout on Navier-Stokes cylinder wake (T = 6.75)
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0.0276
Relative Error (ux)
AE-ViT
0.011384
0.120842
0.2303
0.339758
Apr 7, 2026
Relative Error (ux)
Relative Error (uy)
Relative Error (p)
Updated 9d ago
Evaluation Results
Method
Method
Links
Relative Error (ux)
Relative Error (uy)
Relative Error (p)
AE-ViT
one-step prediction=true
2026.04
0.0276
0.1271
0.1861
AE + 1D transformer
one-step prediction=true
2026.04
0.1391
0.7166
1.3438
DL-ROM
one-step prediction=false
2026.04
0.4147
1.3706
3.3751
ViT
one-step prediction=true
2026.04
0.433
1.0222
1.8081
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