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Citing QuanEstimation

If you use QuanEstimation in your research, please cite the following papers:

[1] M. Zhang, H.-M. Yu, H. Yuan, X. Wang, R. Demkowicz-Dobrzański, and J. Liu, QuanEstimation: An open-source toolkit for quantum parameter estimation, Phys. Rev. Res. 4, 043057 (2022).

[2] Huai-Ming Yu and Jing Liu, QuanEstimation.jl: An open-source Julia framework for quantum parameter estimation, arXiv: 2405.12066.

Development of the GRAPE algorithm in quantum parameter estimation can be found in the following papers:

  • auto-GRAPE:

    M. Zhang, H.-M. Yu, H. Yuan, X. Wang, R. Demkowicz-Dobrzański, and J. Liu, QuanEstimation: An open-source toolkit for quantum parameter estimation, Phys. Rev. Res. 4, 043057 (2022).

  • GRAPE for single-parameter estimation:

    Jing Liu and Haidong Yuan, Quantum parameter estimation with optimal control, Phys. Rev. A 96, 012117 (2017).

  • GRAPE for multiparameter estimation:

    Jing Liu and Haidong Yuan, Control-enhanced multiparameter quantum estimation, Phys. Rev. A 96, 042114 (2017).