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Active Flow Control on 2D Rayleigh-Bénard convection

4.05Nusselt Number (Nu)Random
2.68763.04133.3953.7487Mar 30, 2026

Evaluation results

MethodLinks
Random2026.034.05—
Zero2026.034—
Random-Action surrogateInteractions=200,000 interactions2026.033.310
Policy-Aware surrogateInteractions=600,000 interactions2026.032.970
DNSInteractions=400,000 interactions2026.032.744