Abstract
The extension of the current adiabatic elimination procedures to stochastic processes in the presence of external noises is criticized. Limitations pointed out in the recent literature are traced back to preparation phase effects that are shown to be unavoidable in the absence of analytical expressions for the stationary distributions.
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