The physics origin of the amplification arises from
the mechanical gain, which can be viewed as a coherent
phonon bath that converts the beam-splitter operation between
the mechanical and the cavity modes to effective parametric
processes between these modes.

PHYSICAL REVIEW A 97, 043818 (2018)