Suboptimal aerodynamic and hydrodynamic profiles in rotating or oscillating components lead to significant energy loss and mechanical fatigue. These innovations mitigate these inefficiencies by applying bionic geometric constraints and algorithmic modeling to stabilize flow-structure interactions.