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Benchmarks
Fluid Dynamics Emulation on Transonic Flow
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0
MSE (1-step)
Adaptive
0.000024
0.000125
0.000227
0.000328
Apr 9, 2026
MSE (1-step)
MSE (10-steps)
Correlation Time (s)
Final MSE
FSD (Last-step)
Updated 9d ago
Evaluation Results
Method
Method
Links
MSE (1-step)
MSE (10-steps)
Correlation Time (s)
Final MSE
FSD (Last-step)
Adaptive
Schedule Type=Adaptive
2026.04
0
0.0008
0.133
-
33
Adaptive + Proxy UT
Schedule Type=Adaptive...
2026.04
0
0.0007
0.125
-
38
Cosine TF
Schedule Type=Cosine,...
2026.04
0
0.0009
0.122
-
23
U-Net UT
Unrolling steps (U)=1,...
2026.04
0.0001
0
0.75
-
220,000
Linear TF
Schedule Type=Linear,...
2026.04
0.0001
0.001
0.61
-
35.4
U-Net UT
Unrolling steps (U)=8,...
2026.04
0.0004
0.0025
0.108
-
63
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