Geological modelling from field data and geological knowledge

• Uncertainty quantification using Hamiltonian Monte Carlo for structural geological modelling with implicit neural representations (INR)

  2026 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  0

  citations
• Flexible Geological Modeling with Radial Basis Functions Integrating External Drift

  2025 Mathematical Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  1

  citations
• Fault representation in structural modelling with implicit neural representations

  2025 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  5

  citations
• Gravimetric and morpho-structural analyses in the superhot geothermal system Los Humeros: an example from central Mexico

  2024 Geothermal Energy article Energy Geothermal Energy Systems and Applications Open access

  9

  citations
• GeoINR 1.0: an implicit neural network approach to three-dimensional geological modelling

  2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent

  25

  citations
• From Maps to Models - Tutorials for structural geological modeling using GemPy and GemGIS

  2023 Journal of Open Source Education article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  1

  citations
• Comment on gmd-2022-290

  2023 peer-review Earth and Planetary Sciences Geological Modeling and Analysis Open access

  0

  citations
• Comment on gmd-2022-290

  2023 peer-review Earth and Planetary Sciences Geological Modeling and Analysis Open access

  0

  citations
• Estimating uncertainties in 3-D models of complex fold-and-thrust belts: A case study of the Eastern Alps triangle zone

  2023 Applied Computing and Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  15

  citations
• Kernel method for gravity forward simulation in implicit probabilistic geologic modeling

  2023 Geophysics article Earth and Planetary Sciences Geological Modeling and Analysis

  3

  citations
• Automated geological model updates during TBM operation – An approach based on probabilistic machine learning concepts

  2022 Geomechanics and Tunnelling article Engineering Tunneling and Rock Mechanics

  4

  citations
• An integrated modeling scheme for characterizing 3D hydrogeological heterogeneity of the New Jersey shelf

  2022 Marine Geophysical Research article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  18

  citations
• An Integrated Modeling Scheme For Characterizing 3D Hydrogeological Heterogeneity of The New Jersey Shelf

  2021 Research Square preprint Earth and Planetary Sciences Geological Modeling and Analysis Open access

  2

  citations
• Informed Local Smoothing in 3D Implicit Geological Modeling

  2021 Minerals article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  31

  citations
• Automated geological map deconstruction for 3D model construction using map2loop 1.0 and map2model 1.0

  2021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  44

  citations
• 3D Modeling of Large-Scale Geological Structures by Linear Combinations of Implicit Functions: Application to a Large Banded Iron Formation

  2021 Natural Resources Research article Earth and Planetary Sciences Geological Modeling and Analysis

  20

  citations
• Three-Dimensional Structural Geological Modeling Using Graph Neural Networks

  2021 Mathematical Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 3 patents

  90

  citations
• Constraining stochastic 3-D structural geological models with topology information using approximate Bayesian computation in GemPy 2.1

  2021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  26

  citations
• Constraining stochastic 3-D structural geological models with topology information using Approximate Bayesian Computation using GemPy 2.1

  2020 preprint Earth and Planetary Sciences Geological Modeling and Analysis Open access

  6

  citations

19 results