The relative-phase drift describes competing frequency mismatch and phase coupling. For , the equilibrium points are and , stable and unstable respectively. They merge in a saddle-node bifurcation at ; greater mismatch gives running phase dynamics. Adding Gaussian white noise gives Overdamped Langevin dynamics in a tilted washboard potential.
For , set and . The neighboring saddles of the tilted washboard potential have barriers and above the minimum at . Their difference is ; both have curvature , so forward and backward Kramers escape rates have equal leading prefactors.
A phase that continues winding rather than tending to a locked value. In the noise-free Adler phase equation, makes the drift positive at every phase, so there are no equilibrium points. The associated tilted washboard potential decreases monotonically; wells vanish at the locking threshold.

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