2 papers
quant-ph2026
A multi-dimensional quantum estimation and model learning framework based on variational Bayesian inference
Federico Belliardo, Erik M. Gauger, Tim H. Taminiau +2
The advancement and scaling of quantum technology has made the learning and identification of quantum systems and devices in highly-multidimensional parameter spaces a pressing tas…
quant-ph2025
Learning the dynamics of Markovian open quantum systems from experimental data
Stewart Wallace, Yoann Altmann, Brian D. Gerardot +2
We present a Bayesian algorithm to identify generators of open quantum system dynamics, described by a Lindblad master equation, that are compatible with measured experimental data…