Speaker
Moji Ghadimi
(University of Queensland)
Description
We present a scheme based on the temporal control of single-photon sources and single-photon detectors to learn the parameters of an optical cavity with a nonlinear response. The scheme works by learning the temporal shape of a single-photon pulse reflected from the cavity. This can be achieved using a Raman single-photon detector, a simple quantum memory, with a controllable read-pulse to select particular temporal modes. As an example, we discuss an optomechanical cavity to illustrate how the mechanical frequency and optomechanical coupling rate can be estimated by machine learning.
Authors
Moji Ghadimi
(University of Queensland)
Dr
Ryan Marshman
(University of Queensland)
Prof.
Gerard Milburn
(University of Queensland)
Dr
Sally Shrapnel
(University of Queensland)
