Concepedia

Stochastic Inverse Problems

Stochastic Inverse Problems is an inverse problem framework in which the unknown parameters or inputs are characterized as random variables or stochastic processes, and the solution involves inferring their probabilistic descriptions from noisy or uncertain observations.

318

Publications

23.7K

Citations

706

Authors

370

Institutions

Publications per year

2017–2026

90

Parents

Publications

318

Stochastic Problems in Physics and Astronomy

S. Chandrasekhar · Reviews of Modern Physics · 1943 · 8.5K citations

, , +12

Well-posed stochastic extensions of ill-posed linear problems

Joel Franklin · Journal of Mathematical Analysis and Applications · 1970 · 555 citations

, , +14

Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems

Dongkun Zhang, Lu Lu, Ling Guo et al. · Journal of Computational Physics · 2019 · 501 citations · Full text

, , +16

Stochastic spectral methods for efficient Bayesian solution of inverse problems

Youssef Marzouk, Habib N. Najm, Larry A. Rahn · Journal of Computational Physics · 2006 · 466 citations

, , +15

Gaussian Processes, Function Theory, and the Inverse Spectral Problem.

G. Kallianpur, Harry Dym, H. P. McKean · Journal of the American Statistical Association · 1978 · 451 citations

, , +15

1–5 of 318

Authors

706

  1. TB
    Troy Butler

    University of Colorado Denver, United States

    7 publications · 196 citations

    7

    h-index

  2. XX
    Xue‐Jun Xie

    Qufu Normal University, China

    6 publications · 390 citations

    6

    h-index

  3. AG
    Alberto Guadagnini

    Politecnico di Milano, Italy

    5 publications · 152 citations

    5

    h-index

  4. TW
    Timothy Wildey

    Sandia National Laboratories, United States

    5 publications · 152 citations

    5

    h-index

  5. DE
    Donald Estep

    Colorado State University, United States

    4 publications · 107 citations

    4

    h-index

1–5 of 706

Institutions

370

  1. Cornell University

    Ithaca, United States

    9 h-index

    12 publications

    694 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    22 publications

    545 citations

  3. Southeast University

    Nanjing, China

    7 h-index

    13 publications

    772 citations

  4. Sandia National Laboratories California

    Livermore, United States

    7 h-index

    11 publications

    1.7K citations

  5. University of Arizona

    Tucson, United States

    6 h-index

    9 publications

    804 citations

  6. Qufu Normal University

    Qufu, China

    6 h-index

    12 publications

    827 citations

  7. Universitat Politècnica de València

    Valencia, Spain

    6 h-index

    10 publications

    276 citations

  8. Los Alamos National Laboratory

    Los Alamos, United States

    6 h-index

    13 publications

    514 citations

1–8 of 370

Venues

  1. Inverse Problems

    20 publications · 998 citations

    17

    h-index

  2. Water Resources Research

    12 publications · 951 citations

    12

    h-index

  3. Linear Algebra and its Applications

    9 publications · 240 citations

    9

    h-index

  4. SIAM Journal on Scientific Computing

    8 publications · 355 citations

    8

    h-index

  5. Journal of Computational Physics

    7 publications · 1.2K citations

    7

    h-index

1–5