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


Associated Publications

  • 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
    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
    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},
    }
  • Karina Koval and Ruanui Nicholson
    Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach, 2024
    bibtex
    @ONLINE{KovalNicholson:2024:1,
      AUTHOR = {Koval, Karina and Nicholson, Ruanui},
      DATE = {2024-05},
      EPRINT = {2405.07412},
      EPRINTTYPE = {arXiv},
      TITLE = {Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach},
    }

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