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Papers matching “geological model” 490

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Trainable geological model under the framework of model-based gravity inversion
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Zhouji Liang, Miguel de la Varga, Florian Wellmann

0

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

Florian Wellmann, Florian Amann, Miguel de la Varga, Nils Chudalla

4

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

Mark Jessell, Vitaliy Ogarko, Yohan de Rose, Mark Lindsay, Ranee Joshi, Agnieszka M. Piechocka, +4 more

44

citations
Automated geological map deconstruction for 3D model construction
2021 preprint Earth and Planetary Sciences Geological Modeling and Analysis Open access

Mark Jessell, Vitaliy Ogarko, Mark Lindsay, Ranee Joshi, Agnieszka M. Piechocka, Lachlan Grose, +3 more

9

citations
Adaptive Geological Model Parameterization Using Reversible Jump MCMC
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Nils Chudalla, David Nathan, Florian Wellmann

0

citations
Uncertainty quantification of geological model parameters in 3D gravity inversion by Hessian informed Markov chain Monte Carlo
2021 preprint Mathematics Markov Chains and Monte Carlo Methods Open access

Zhouji Liang, Florian Wellmann

0

citations
The robustness of a simple dynamic model of island biodiversity to geological and eustatic change
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Earth and Planetary Sciences Evolution and Paleontology Studies Open access

Pedro Santos Neves, Joshua W. Lambert, Luís Valente, Rampal S. Etienne

3

citations
The robustness of a simple dynamic model of island biodiversity to geological and sea‐level change
2022 Journal of Biogeography article Earth and Planetary Sciences Evolution and Paleontology Studies Open access

Pedro Santos Neves, Joshua W. Lambert, Luís Valente, Rampal S. Etienne

11

citations
Probabilistic Machine Learning for improved Decision-making with 3-D Geological Models
2021 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Nilgün Güdük, Jan von Harten, Fabian Antonio Stamm, Zhouji Liang, +1 more

1

citations
Evaluating RJ MCMC for parameter dimensionality adjustment in geological models
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Nils Chudalla, Florian Wellmann, Christin Bobe, Sofia Brisson, Zhouji Liang

0

citations
GeoBlocks: Building Blocks for Quantifying Uncertainties in Geological Models
2026 conference-paper Earth and Planetary Sciences Geological Modeling and Analysis

F. Wellmann, J. Yang, Camilla F. Colombo, M. Cassel, P. Achtziger-Zupancic, Clare Elizabeth Bond, +3 more

0

citations
GemGIS – GemPy Geographic: Open-Source Spatial Data Processing for Geological Modeling
2021 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Alexander Jüstel, Arthur Endlein Correira, Florian Wellmann, Marius Pischke

0

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

Luciano Marquetto, Alexander Jüstel, Guilherme Casarotto Troian, Pedro Antônio Roehe Reginato, Jefferson Cárdia Simões

3

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

Luciano Marquetto, Alexander Jüstel, Guilherme Casarotto Troian, Pedro Antônio Roehe Reginato, Jefferson Cárdia Simões

0

citations
Structure-based geophysical inversion using implicit geological models
2025 Geophysical Journal International article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Andrea Balza-Morales, Aaron Förderer, Florian Wellmann, Hansruedi Maurer, Florian Wagner

1

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

Nilgün Güdük, Miguel de la Varga, Janne Kaukolinna, Florian Wellmann

15

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

Zhouji Liang, Florian Wellmann, Omar N. Ghattas

19

citations
A Smart Data Hub to integrate subsurface properties into model-based decision-support tools
2026 Scientific Data data-paper Earth and Planetary Sciences Geological Modeling and Analysis Open access

Qian Chen, Nino Menzel, Marc S. Boxberg, Julia Kowalski

0

citations
Making sense of Isogeometric Analysis for geothermal applications: Parametric geomodelling (NURBS) for fast model construction, simulation and adaptation
2022 conference-abstract Engineering Advanced Numerical Analysis Techniques Open access

Daniel Escallon, Denise Degen, Mohammad Moulaeifard, Florian Wellmann

0

citations
The recent stress state of Germany – results of a geomechanical–numerical 3D model
2021 Safety of Nuclear Waste Disposal article Engineering Rock Mechanics and Modeling Open access

Steffen Ahlers, Andreas Henk, Tobias Hergert, Karsten Reiter, Birgit I. R. Müller, Luisa Röckel, +4 more

2

citations
PySubdiv 1.0: open-source geological modeling and reconstruction by non-manifold subdivision surfaces
2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Mohammad Moulaeifard, Florian Wellmann

1

citations
Faults representation and uncertainty quantification in three-dimensional implicit geological modeling with neural network
2026 RWTH Publications (RWTH Aachen) dissertation Earth and Planetary Sciences Geological Modeling and Analysis Open access

Kaifeng Gao

0

citations
Three-Dimensional Modeling of Geological Bodies Using Radial Basis Function with External Drift Function
2025 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Jian Can Yang, Friedrich Carl, Peter Achtziger-Zupančič, Florian Wellmann

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

Florian Wellmann, Eric A de Kemp, Boyan Brodaric, Ernst Schetselaar, Karine Bédard

25

citations
Probabilistic Evaluation of Structural Uncertainty in a Synthetic Geological Benchmark Using GeoBUS
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Ezgi Şatıroğlu, Christin Bobe, Claudia Finger, Francisco Muñoz-Burbano, Florian Wellmann

0

citations