Optimal Control and Optimal Experimental Design for MRI and Photoacoustic Imaging (MBAI)

Associated Publications

• Karina Koval and Ruanui Nicholson
  Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach
  Journal of Scientific Computing 104(3), 2025
  
  arXiv:2405.07412
  doi:10.1007/s10915-025-03008-7
  bibtex

  @ARTICLE{KovalNicholson:2025:1,
    AUTHOR = {Koval, Karina and Nicholson, Ruanui},
    PUBLISHER = {Springer Science and Business Media LLC},
    DATE = {2025-08},
    DOI = {10.1007/s10915-025-03008-7},
    EPRINT = {2405.07412},
    EPRINTTYPE = {arXiv},
    JOURNALTITLE = {Journal of Scientific Computing},
    NUMBER = {3},
    TITLE = {Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach},
    VOLUME = {104},
  }

• Tiangang Cui, Karina Koval, Roland Herzog and Robert Scheichl
  Subspace accelerated measure transport methods for fast and scalable sequential experimental design, with application to photoacoustic imaging, 2025
  
  arXiv:2502.20086
  bibtex

  @ONLINE{CuiKovalHerzogScheichl:2025:1,
    AUTHOR = {Cui, Tiangang and Koval, Karina and Herzog, Roland and Scheichl, Robert},
    DATE = {2025-02},
    EPRINT = {2502.20086},
    EPRINTTYPE = {arXiv},
    TITLE = {Subspace accelerated measure transport methods for fast and scalable sequential experimental design, with application to photoacoustic imaging},
  }

• Karina Koval, Roland Herzog and Robert Scheichl
  Tractable optimal experimental design using transport maps
  Inverse Problems 40(12), 2024
  
  arXiv:2401.07971
  doi:10.1088/1361-6420/ad8260
  bibtex

  @ARTICLE{KovalHerzogScheichl:2024:2,
    AUTHOR = {Koval, Karina and Herzog, Roland and Scheichl, Robert},
    PUBLISHER = {IOP Publishing},
    DATE = {2024-10},
    DOI = {10.1088/1361-6420/ad8260},
    EPRINT = {2401.07971},
    EPRINTTYPE = {arXiv},
    JOURNALTITLE = {Inverse Problems},
    NUMBER = {12},
    PAGES = {125002},
    TITLE = {Tractable optimal experimental design using transport maps},
    VOLUME = {40},
  }