Practical algorithm for determining Hamiltonian identifiability

POSTER

Abstract

We demonstrate a practical algorithm for determining the identifiability of Hamiltonian parameters with local accessibility. We consider the problem of estimating the parameters of the Hamiltonian of one-dimensional spin chain systems with nearest-neighbor interaction and assume that we only have access to a single quantum probe coupled to the target system. We demonstrate a practical implementation of Hamiltonian identifiability by the eigensystem realization algorithm and Gröbner basis. Furthermore, we also provide a practical code to estimate the Hamiltonian parameters from the experimental results. XH and RG equally contributed to this work.

Presenters

  • Xiaoyang Huang

    Physics, Massachusetts Institute of Technology

Authors

  • Xiaoyang Huang

    Physics, Massachusetts Institute of Technology

  • Roberto Gauna

    Electrical Engineering and Computer Science, Massachusetts Institute of Technology

  • Akira Sone

    Nuclear Science and Engineering, Massachusetts Institute of Technology

  • Paola Cappellaro

    Nuclear Science and Engineering, Massachusetts Institute of Technology, Massachusetts Institute of Technology, Research Laboratory of Electronics, Massachusetts Institute of Technology, Research Laboratory of Electronics and Department of Nuclear Science and Engineering, Massachusetts Institute of Technology, Department of Nuclear Science and Engineering, MIT