Adjoint-based phase reduction analysis of incompressible periodic flows

Phase reduction is a reduced-order modeling technique that can express the high-dimensional periodic dynamics with single scalar phase variable. We develop an adjoint-based framework for incompressible flows. This analysis reveals high-fidelity spatial sensitivity fields respect to perturbation over limit cycle of flow in computationally efficient manner.