Computational Geosciences

Papers
(The H4-Index of Computational Geosciences is 19. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
PorePy: an open-source software for simulation of multiphysics processes in fractured porous media63
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)40
Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios39
A deep learning approach to the inversion of borehole resistivity measurements37
The LBPM software package for simulating multiphase flow on digital images of porous rocks36
Rapid estimation of permeability from digital rock using 3D convolutional neural network36
Optimal feature selection for SAR image classification using biogeography-based optimization (BBO), artificial bee colony (ABC) and support vector machine (SVM): a combined approach of optimization an34
Recent developments combining ensemble smoother and deep generative networks for facies history matching30
Generative adversarial network as a stochastic subsurface model reconstruction28
A deep learning perspective on predicting permeability in porous media from network modeling to direct simulation27
U-net generative adversarial network for subsurface facies modeling27
Modeling, simulation, and optimization of geothermal energy production from hot sedimentary aquifers26
Validation and calibration of coupled porous-medium and free-flow problems using pore-scale resolved models24
Application of an improved P(m)-SOR iteration method for flow in partially saturated soils24
Iterative schemes for surfactant transport in porous media23
Investigation of thermal-induced damage in fractured rock mass by coupled FEM-DEM method22
Coupled thermal–hydraulic–mechanical–chemical modeling for permeability evolution of rocks through fracture generation and subsequent sealing22
Microscale mechanical modeling of deformable geomaterials with dynamic contacts based on the numerical manifold method20
Phase-field modeling of hydraulic fracture network propagation in poroelastic rocks19
Deep learning for lithological classification of carbonate rock micro-CT images19
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