Concepedia

Probabilistic Inversion

Probabilistic Inversion is a geophysical inversion method that belongs to the class of inversion techniques and is distinguished by its incorporation of probabilistic frameworks to quantify uncertainties in model parameters and data, providing a posterior distribution of plausible Earth models consistent with observed data and prior knowledge.

344

Publications

19.6K

Citations

799

Authors

419

Institutions

Publications per year

2017–2026

136

Parents

Publications

344

Geophysical inversion with a neighbourhood algorithm—II. Appraising the ensemble

Malcolm Sambridge · Geophysical Journal International · 1999 · 821 citations · Full text

, , +15

Geodetic data inversion using a Bayesian information criterion for spatial distribution of fault slip

Taro Yabuki, Mitsuhiro Matsu’ura · Geophysical Journal International · 1992 · 468 citations · Full text

, , +17

Seismic tomography with the reversible jump algorithm

Thomas Bodin, Malcolm Sambridge · Geophysical Journal International · 2009 · 447 citations · Full text

, , +17

A Stochastic Newton MCMC Method for Large-Scale Statistical Inverse Problems with Application to Seismic Inversion

James L. Martin, Lucas C. Wilcox, Carsten Burstedde et al. · SIAM Journal on Scientific Computing · 2012 · 447 citations

, , +16

Training‐Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

Water Resources Research · 2018 · 372 citations · Full text

, , +17

1–5 of 344

Authors

799

  1. SE
    Stan E. Dosso

    University of Victoria, Canada

    16 publications · 1K citations

    15

    h-index

  2. NL
    Niklas Linde

    University of Lausanne, Switzerland

    13 publications · 546 citations

    12

    h-index

  3. AC
    Andrew Curtis

    University of Edinburgh, United Kingdom

    12 publications · 757 citations

    12

    h-index

  4. JD
    Jan Dettmer

    University of Victoria, Canada

    12 publications · 657 citations

    12

    h-index

  5. JC
    Juan Carlos Afonso

    Macquarie University, Australia

    9 publications · 613 citations

    9

    h-index

1–5 of 799

Institutions

419

  1. ETH Zurich

    Zurich, Switzerland

    19 h-index

    26 publications

    1.6K citations

  2. University of Victoria

    Victoria, Canada

    16 h-index

    36 publications

    2K citations

  3. University of Lausanne

    Lausanne, Switzerland

    16 h-index

    37 publications

    1.7K citations

  4. Utrecht University

    Utrecht, The Netherlands

    13 h-index

    32 publications

    1.5K citations

  5. Australian National University

    Canberra, Australia

    13 h-index

    27 publications

    3.3K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    31 publications

    1.1K citations

  7. University of Edinburgh

    Edinburgh, United Kingdom

    12 h-index

    24 publications

    1.1K citations

  8. Stanford University

    Stanford, United States

    9 h-index

    22 publications

    1.4K citations

1–8 of 419

Venues

  1. Geophysical Journal International

    GJI · 57 publications · 4.6K citations

    31

    h-index

  2. Geophysics

    45 publications · 2.9K citations

    29

    h-index

  3. Journal of Geophysical Research Solid Earth

    17 publications · 980 citations

    15

    h-index

  4. Water Resources Research

    13 publications · 946 citations

    13

    h-index

  5. The Journal of the Acoustical Society of America

    JASA · 11 publications · 772 citations

    11

    h-index

1–5