30 September 2024 to 2 October 2024
Europe/Rome timezone

Machine-learning enhanced quantum state tomography and its applications to the gravitational wave detectors

1 Oct 2024, 08:30
30m
Aula Kessler

Aula Kessler

Dipartimento di Sociologia e Ricerca Sociale - Università di Trento
Invited talk Reduction of quantum noise in interferometric gravitational wave detectors Reduction of quantum noise in interferometric gravitational wave detectors

Speaker

Prof. Ray-Kuang Lee (National Tsing Hua University, Taiwan)

Description

With this talk, I will first illustrate the implementation of our machine-learning (ML) enhanced quantum state tomography (QST) for continuous variables, through the experimentally measured data generated from squeezed vacuum states, as an example of quantum machine learning. Our recent progress in applying such a ML-QST as a crucial diagnostic toolbox for applications with squeezed states, from Wigner currents, optical cat state generation, and Bayesian estimation for GWD will be reported.

Primary author

Prof. Ray-Kuang Lee (National Tsing Hua University, Taiwan)

Presentation materials