Concepedia

Random Field Surrogates

Random Field Surrogates is a computational method in random field modeling that generates synthetic realizations preserving the statistical properties of an observed field while randomizing specific structural features to serve as null models for hypothesis testing.

21

Publications

632

Citations

77

Authors

55

Institutions

Publications per year

2017–2026

14

Parents

Publications

21

Using Conditioned Random Field to Characterize the Variability of Geologic Profiles

X. Y. Li, Limin Zhang, J.H. Li · Journal of Geotechnical and Geoenvironmental Engineering · 2015 · 129 citations

, , +16

Probabilistic soil classification and stratification in a vertical cross-section from limited cone penetration tests using random field and Monte Carlo simulation

Yue Hu, Yu Wang · Computers and Geotechnics · 2020 · 61 citations

, , +13

Hybrid machine learning model with random field and limited CPT data to quantify horizontal scale of fluctuation of soil spatial variability

Jinzhang Zhang, Dongming Zhang, Hongwei Huang et al. · Acta Geotechnica · 2021 · 52 citations

, , +16

Spatial ocean wave height prediction with CNN mixed-data deep neural networks using random field simulated bathymetry

Christoph Jörges, Cordula Berkenbrink, Hanno Gottschalk et al. · Ocean Engineering · 2023 · 47 citations

, , +16

Can a Training Image Be a Substitute for a Random Field Model?

Xavier Emery, Christian Lantuéjoul · Mathematical Geosciences · 2013 · 42 citations · Full text

, , +12

1–5 of 21

Authors

77

  1. YW
    Yu Wang

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 82 citations

    2

    h-index

  2. SD
    Sylvain Dubreuil

    Office National d'Études et de Recherches Aérospatiales, France

    1 publications · 13 citations

    1

    h-index

  3. LN
    Louis Ngai Yuen Wong

    University of Hong Kong, Hong Kong SAR China

    1 publications · 21 citations

    1

    h-index

  4. HZ
    Haifeng Zou

    Jilin University, China

    1 publications · 19 citations

    1

    h-index

  5. CL
    Christian Lantuéjoul

    École Nationale Supérieure des Mines de Paris, France

    1 publications · 42 citations

    1

    h-index

1–5 of 77

Institutions

55

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    143 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    3 publications

    62 citations

  3. The University of Western Australia

    Perth, Australia

    1 h-index

    1 publications

    129 citations

  4. Airbus (India)

    Bengaluru, India

    1 h-index

    1 publications

    12 citations

  5. University of Chile

    Santiago, Chile

    1 h-index

    1 publications

    42 citations

  6. Indian Space Research Organisation

    Bengaluru, India

    1 h-index

    2 publications

    44 citations

  7. University of California, Berkeley

    Berkeley, United States

    1 h-index

    2 publications

    42 citations

  8. Université Grenoble Alpes

    Saint-Martin-d'Hères, France

    1 h-index

    2 publications

    40 citations

1–8 of 55

Venues

  1. 2

    h-index

  2. Computers and Geotechnics

    2 publications · 82 citations

    2

    h-index

  3. 2

    h-index

  4. Mechanical Systems and Signal Processing

    MSSP · 1 publications · 22 citations

    1

    h-index

  5. Journal of Geophysical Research Solid Earth

    1 publications · 25 citations

    1

    h-index

1–5