Structural geologic modeling as an inference problem: A Bayesian perspective

• Combining 3‐D Probabilistic Kinematic Modeling With Thermal Resetting Measurements: An Approach to Reduce Uncertainty in Exhumation Histories

  2025 Geochemistry Geophysics Geosystems article Earth and Planetary Sciences Geological and Geochemical Analysis Open access

  1

  citations
• Developing a 3D hydrostratigraphical model of the emerged part of the Pelotas Basin along the northern coast of Rio Grande do Sul state, Brazil

  2024 Environmental Earth Sciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

  3

  citations
• Combining low-temperature thermochronology with 3-D probabilistic kinematic modeling of the Bavarian Subalpine Molasse

  2024 preprint Earth and Planetary Sciences Geological and Geochemical Analysis Open access

  0

  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
• Developing an initial 3D hydrostratigraphical model of the emerged part of the Pelotas Basin along the northern coast of Rio Grande do Sul state, Brazil

  2023 Research Square preprint Earth and Planetary Sciences Geological Modeling and Analysis Open access

  0

  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
• Uncertainty quantification of geologic model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo

  2022 Geophysics article Earth and Planetary Sciences Geological Modeling and Analysis

  19

  citations
• A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit

  2021 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis

  37

  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
• 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
• Model-Based Probabilistic Inversion Using Magnetic Data: A Case Study on the Kevitsa Deposit

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

  15

  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

13 results