Concepedia

Random Field Modeling

Random Field Modeling is a probabilistic modeling framework in uncertainty quantification that represents spatially or spatio-temporally varying uncertain quantities as random fields—stochastic processes indexed over a domain with prescribed marginal distributions and dependence structure—in order to infer, propagate, and analyze uncertainty in complex systems.

1.5K

Publications

75.5K

Citations

2.6K

Authors

1.1K

Institutions

Publications per year

2017–2026

298

Variants

Random Field Theory

Parents

Children

Publications

1.5K

The statistics of peaks of Gaussian random fields

J. Bardeen, J. Richard Bond, N. Kaiser et al. · The Astrophysical Journal · 1986 · 3.3K citations

, , +14

Random-Field Instability of the Ordered State of Continuous Symmetry

Y. Imry, Shang-keng Ma · Physical Review Letters · 1975 · 2.7K citations

, , +17

The Geometry of Random Fields.

Lawrence Gray, Robert J. Adler · Journal of the American Statistical Association · 1982 · 1.3K citations

, , +12

Random Fields: Analysis and Synthesis

David J. Thomson · Eos · 1983 · 1.3K citations

, , +11

<b>TMB</b>: Automatic Differentiation and Laplace Approximation

Kasper Kristensen, Anders Nielsen, Casper Willestofte Berg et al. · Journal of Statistical Software · 2016 · 895 citations · Full text

, , +14

1–5 of 1.5K

Authors

2.6K

  1. CS
    Christian Soize

    Laboratoire Modélisation et Simulation Multi-Echelle, France

    16 publications · 1K citations

    15

    h-index

  2. XE
    Xavier Emery

    University of Chile, Chile

    19 publications · 686 citations

    14

    h-index

  3. RJ
    Robert J. Adler

    Technion – Israel Institute of Technology, Israel

    14 publications · 1.9K citations

    13

    h-index

  4. EP
    Emilio Porcu

    Federico Santa María Technical University, Chile

    16 publications · 476 citations

    13

    h-index

  5. CM
    Chunsheng Ma

    Wichita State University, United States

    18 publications · 350 citations

    13

    h-index

1–5 of 2.6K

Institutions

1.1K

  1. Centre National de la Recherche Scientifique

    Paris, France

    29 h-index

    131 publications

    4.1K citations

  2. Princeton University

    Princeton, United States

    18 h-index

    30 publications

    3.3K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    18 h-index

    40 publications

    2K citations

  4. Cornell University

    Ithaca, United States

    17 h-index

    42 publications

    2.8K citations

  5. Laboratoire Modélisation et Simulation Multi-Echelle

    Champs-sur-Marne, France

    17 h-index

    37 publications

    1.5K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    17 h-index

    45 publications

    1.4K citations

  7. Technical University of Munich

    Munich, Germany

    15 h-index

    48 publications

    2K citations

  8. National University of Singapore

    Singapore, Singapore

    15 h-index

    25 publications

    1.2K citations

1–8 of 1.1K

Venues

  1. Water Resources Research

    39 publications · 3.5K citations

    27

    h-index

  2. 24

    h-index

  3. Journal of Engineering Mechanics

    32 publications · 3.2K citations

    23

    h-index

  4. 18

    h-index

  5. IEEE Transactions on Information Theory

    27 publications · 1.3K citations

    17

    h-index

1–5