Concepedia

Implicit Geological Modeling

Implicit Geological Modeling is a geological modeling approach that belongs to the class of interpolation methods in which the spatial distribution of geological units is represented by continuous mathematical functions derived from scattered data points, distinguished by its use of implicit functions to automatically generate 3D geological structures without requiring explicit boundary definitions.

28

Publications

1.4K

Citations

95

Authors

44

Institutions

Publications per year

2017–2026

20

Variants

Implicit Geological Modelling

Parents

Publications

28

Foliation fields and 3D cartography in geology: Principles of a method based on potential interpolation

Christian Lajaunie, Gabriel Courrioux, Laurent Manuel · Mathematical Geosciences · 1997 · 331 citations

, , +12

GemPy 1.0: open-source stochastic geological modeling and inversion

Miguel de la Varga, Alexander Schaaf, Florian Wellmann · Geoscientific model development · 2019 · 201 citations · Full text

, , +16

Monte Carlo simulation for uncertainty estimation on structural data in implicit 3-D geological modeling, a guide for disturbance distribution selection and parameterization

Evren Pakyuz-Charrier, Mark Lindsay, Vitaliy Ogarko et al. · Solid Earth · 2018 · 119 citations · Full text

, , +13

Three-Dimensional Structural Geological Modeling Using Graph Neural Networks

M. J. Hillier, Florian Wellmann, Boyan Brodaric et al. · Mathematical Geosciences · 2021 · 80 citations · Full text

, , +16

A machine learning approach to the potential-field method for implicit modeling of geological structures

Ítalo Gomes Gonçalves, Sissa Kumaira, Felipe Guadagnin · Computers & Geosciences · 2017 · 77 citations

, , +16

1–5 of 28

Authors

95

  1. FW
    Florian Wellmann

    RWTH Aachen University, Germany

    4 publications · 342 citations

    4

    h-index

  2. GL
    Gautier Laurent

    GeoRessources, France

    3 publications · 83 citations

    3

    h-index

  3. MD
    Miguel de la Varga

    RWTH Aachen University, Germany

    3 publications · 262 citations

    3

    h-index

  4. MJ
    M. J. Hillier

    Geological Survey of Canada, Canada

    3 publications · 125 citations

    3

    h-index

  5. GC
    Gabriel Courrioux

    Bureau de Recherches Géologiques et Minières, France

    2 publications · 347 citations

    2

    h-index

1–5 of 95

Institutions

44

  1. RWTH Aachen University

    Aachen, Germany

    4 h-index

    7 publications

    763 citations

  2. China University of Geosciences

    Wuhan, China

    3 h-index

    6 publications

    156 citations

  3. Geological Survey of Canada

    Ottawa, Canada

    3 h-index

    8 publications

    393 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    11 publications

    279 citations

  5. Université de Lorraine

    Nancy, France

    3 h-index

    10 publications

    232 citations

  6. GeoRessources

    Vandœuvre-lès-Nancy, France

    3 h-index

    8 publications

    207 citations

  7. International Centre for Radio Astronomy Research

    Crawley, Australia

    2 h-index

    2 publications

    172 citations

  8. Colorado School of Mines

    Golden, United States

    2 h-index

    3 publications

    672 citations

1–8 of 44

Venues

  1. Mathematical Geosciences

    4 publications · 484 citations

    4

    h-index

  2. Solid Earth

    2 publications · 172 citations

    2

    h-index

  3. Geoscientific model development

    2 publications · 232 citations

    2

    h-index

  4. Computers & Geosciences

    CAGEO · 2 publications · 118 citations

    2

    h-index

  5. Minerals

    2 publications · 72 citations

    2

    h-index

1–5