  This paper proposes the utilization of a periodic Parareal with a periodic
coarse problem to efficiently perform adjoint sensitivity analysis for the
steady state of time-periodic nonlinear circuits. In order to implement this
method, a modified formulation for adjoint sensitivity analysis based on the
transient approach is derived.
