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Autoregressive PDE rollout on Navier-Stokes cylinder wake (T = 2.7)
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0.0173
Relative Error (ux)
AE-ViT
0.002436
0.102431
0.202425
0.30242
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
0.0173
0.0724
0.0999
AE + 1D transformer
one-step prediction=true
2026.04
0.0839
0.4194
0.9068
DL-ROM
one-step prediction=false
2026.04
0.1514
1.0104
0.9318
ViT
one-step prediction=true
2026.04
0.3876
1.0225
1.6385
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