Concepedia

Multi-scale Inverse Problems

Multi-Scale Inverse Problems is an inverse problem framework that integrates information across multiple spatial, temporal, or functional scales to reconstruct underlying system properties, distinguishing itself from single-scale inverse methods by explicitly accounting for hierarchical or multi-resolution structures in both the forward model and the inversion process.

61

Publications

2.9K

Citations

157

Authors

109

Institutions

Publications per year

2017–2026

24

Parents

Publications

61

Optical tomography: forward and inverse problems

Simon Arridge, John C. Schotland · Inverse Problems · 2009 · 643 citations

, , +17

Finite basis physics-informed neural networks (FBPINNs): a scalable domain decomposition approach for solving differential equations

Ben Moseley, Andrew Markham, Tarje Nissen‐Meyer · Advances in Computational Mathematics · 2023 · 300 citations · Full text

, , +14

Morphodynamic upscaling with the MORFAC approach: Dependencies and sensitivities

Roshanka Ranasinghe, Cilia Swinkels, Arjen Luijendijk et al. · Coastal Engineering · 2011 · 162 citations

, , +8

Asymptotic adaptive methods for multi-scale problems in fluid mechanics

Rupert Klein, N. Botta, T. Schneider et al. · Journal of Engineering Mathematics · 2001 · 130 citations

, , +16

An integrated multiscaling strategy based on a particle swarm algorithm for inverse scattering problems

Massimo Donelli, G. Franceschini, Anna Martini · IEEE Transactions on Geoscience and Remote Sensing · 2006 · 100 citations · Full text

, , +16

1–5 of 61

Authors

157

  1. CL
    Chein‐Shan Liu

    National Taiwan Ocean University, Taiwan

    3 publications · 82 citations

    3

    h-index

  2. NZ
    Nicholas Zabaras

    Cornell University, United States

    3 publications · 108 citations

    3

    h-index

  3. EL
    Eric L. Miller

    Tufts University, United States

    2 publications · 101 citations

    2

    h-index

  4. SA
    Simon Arridge

    University College London, United Kingdom

    2 publications · 656 citations

    2

    h-index

  5. RN
    Robert Nowak

    Warsaw University of Technology, Poland

    2 publications · 38 citations

    2

    h-index

1–5 of 157

Institutions

109

  1. The University of Texas at Austin

    Austin, United States

    3 h-index

    5 publications

    77 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    407 citations

  3. Michigan State University

    East Lansing, United States

    2 h-index

    2 publications

    38 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    3 publications

    141 citations

  5. National Taiwan University

    Taipei, Taiwan

    2 h-index

    3 publications

    104 citations

  6. KTH Royal Institute of Technology

    Stockholm, Sweden

    2 h-index

    3 publications

    36 citations

  7. University of Trento

    Trento, Italy

    2 h-index

    8 publications

    464 citations

  8. University of Warwick

    Coventry, United Kingdom

    2 h-index

    6 publications

    360 citations

1–8 of 109

Venues

  1. Inverse Problems

    7 publications · 890 citations

    7

    h-index

  2. 6

    h-index

  3. Journal of Computational Physics

    6 publications · 165 citations

    6

    h-index

  4. Engineering Analysis with Boundary Elements

    3 publications · 80 citations

    3

    h-index

  5. Composite Structures

    2 publications · 56 citations

    2

    h-index

1–5