Concepedia

Bayesian Inverse Analysis

Bayesian Inverse Analysis is a statistical inference framework within inverse structural analysis that uses Bayesian probability to update the probability distribution of unknown model parameters by combining prior knowledge with observed data through Bayes' theorem.

103

Publications

5.4K

Citations

318

Authors

201

Institutions

Publications per year

2017–2026

54

Parents

Publications

103

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Youssef Marzouk, Habib N. Najm · Journal of Computational Physics · 2008 · 425 citations

, , +15

A Bayes tour of inversion: A tutorial

Tadeusz J. Ulrych, Mauricio D. Sacchi, Alan Woodbury · Geophysics · 2001 · 273 citations

, , +16

Inverse modeling of the global CO cycle: 1. Inversion of CO mixing ratios

P. Bergamaschi, R. Hein, Martin Heimann et al. · Journal of Geophysical Research Atmospheres · 2000 · 243 citations · Full text

, , +14

State-of-the-art review on Bayesian inference in structural system identification and damage assessment

Yong Huang, Changsong Shao, Biao Wu et al. · Advances in Structural Engineering · 2018 · 213 citations · Full text

, , +16

Comparison of adjoint and analytical Bayesian inversion methods for constraining Asian sources of carbon monoxide using satellite (MOPITT) measurements of CO columns

M. Kopacz, Daniel J. Jacob, Daven K. Henze et al. · Journal of Geophysical Research Atmospheres · 2008 · 191 citations · Full text

, , +16

1–5 of 103

Authors

318

  1. HR
    Helcio R. B. Orlande

    Universidade Federal do Rio de Janeiro, Brazil

    9 publications · 229 citations

    9

    h-index

  2. RM
    Renato M. Cotta

    Universidade Federal do Rio de Janeiro, Brazil

    5 publications · 114 citations

    5

    h-index

  3. CP
    Carolina P. Naveira‐Cotta

    Universidade Federal do Rio de Janeiro, Brazil

    5 publications · 114 citations

    5

    h-index

  4. DJ
    Daniel J. Jacob

    Harvard University, United States

    5 publications · 548 citations

    5

    h-index

  5. YH
    Yusuke Honjo

    Gifu University, Japan

    4 publications · 152 citations

    4

    h-index

1–5 of 318

Institutions

201

  1. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    12 publications

    1.2K citations

  2. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    9 h-index

    23 publications

    547 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    23 publications

    894 citations

  4. Harvard University

    Cambridge, United States

    6 h-index

    33 publications

    3K citations

  5. University of Colorado Boulder

    Boulder, United States

    5 h-index

    6 publications

    599 citations

  6. Jet Propulsion Laboratory

    Pasadena, United States

    4 h-index

    10 publications

    947 citations

  7. Space Research Organisation Netherlands

    Leiden, The Netherlands

    3 h-index

    3 publications

    250 citations

  8. Duke University

    Durham, United States

    2 h-index

    4 publications

    220 citations

1–8 of 201

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 134 citations

    5

    h-index

  2. Atmospheric chemistry and physics

    4 publications · 371 citations

    4

    h-index

  3. Journal of Geophysical Research Atmospheres

    JGR · 4 publications · 637 citations

    4

    h-index

  4. Water Resources Research

    3 publications · 92 citations

    3

    h-index

  5. Inverse Problems in Science and Engineering

    IPSE · 3 publications · 61 citations

    3

    h-index

1–5