Effective model parameters identification for open quantum systems

The identifiability of model parameters for open quantum systems is a crucial prerequisite for quantum control. By investigating two-level dephasing open quantum systems, we discuss under which conditions the information about Hamiltonian and dephasing parameters can be obtained. Using simulated experiments Time-series analysis and Bayesian strategy for extracting model parameters from limited and noisy data are both adopted and compared.