Explainable DL integrated with DRL targets coherent structures sustaining turbulence, yielding 18.1% better net energy savings and superior generalization across Reynolds numbers and geometries than direct drag minimization.
Physical Review Research 2(2), 023068 (2020)
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Improving turbulence control through explainable deep learning
Explainable DL integrated with DRL targets coherent structures sustaining turbulence, yielding 18.1% better net energy savings and superior generalization across Reynolds numbers and geometries than direct drag minimization.