Chien-Ming Wu

Normalizing Flow-Based Bayesian Parameter Estimation for Noisy Quantum States

To extract complete information about experimental noisy quantum states, as well as correlations among different physical parameters, we develop an efficient machine learning-assisted framework with the normalizing flow based Bayesian parameter estimation (BPE). By embedding a physically interpretable parameter vector,...