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Survey of Computational Methods for Inverse Problems

In: Recent Trends in Computational Science and Engineering

Author

Listed:
  • Sergey Voronin
  • Christophe Zaroli

Abstract

Inverse problems occur in a wide range of scientific applications, such as in the fields of signal processing, medical imaging, or geophysics. This work aims to present to the field practitioners, in an accessible and concise way, several established and newer cutting-edge computational methods used in the field of inverse problems--and when and how these techniques should be employed.

Suggested Citation

  • Sergey Voronin & Christophe Zaroli, 2018. "Survey of Computational Methods for Inverse Problems," Chapters, in: Serdar Mustafa Celebi (ed.), Recent Trends in Computational Science and Engineering, IntechOpen.
    • Handle: RePEc:ito:pchaps:130591
    DOI: 10.5772/intechopen.73332
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    File URL: https://www.intechopen.com/chapters/59197
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    More about this item

    Keywords

    inverse problems; matrix factorizations; regularization; parameter estimation; model appraisal; seismic tomography;
    All these keywords.

    JEL classification:

    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General

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