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CFD Topology Optimization on CFD-TO OOD-Medium (2 Outlets) steady RANS, k-epsilon
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6.38
Mean Relative Pressure Drop Error
Sensitivity-Conditioned Bernoulli Flow Matching
5.7576
9.9588
14.16
18.3612
Jun 1, 2026
Mean Relative Pressure Drop Error
Median Error
Accuracy
Updated 1d ago
Evaluation Results
Method
Method
Links
Mean Relative Pressure Drop Error
Median Error
Accuracy
Sensitivity-Conditioned Bernoulli Flow Matching
conditioning=sensitivity
2026.06
6.38
3.54
72.3
PDE-T
variation=small, condi...
2026.06
7.5
3.78
75.5
DiT
variation=small, condi...
2026.06
8.58
3.66
79.4
UDiT
variation=small, condi...
2026.06
8.62
4.84
75.4
STAR-CCM+
optimization iteration=1
2026.06
21.94
15.86
41
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