Computational Geosciences

Papers
(The H4-Index of Computational Geosciences is 15. 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 2020-10-01 to 2024-10-01.)
ArticleCitations
PorePy: an open-source software for simulation of multiphysics processes in fractured porous media73
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)50
The LBPM software package for simulating multiphase flow on digital images of porous rocks43
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 an39
U-net generative adversarial network for subsurface facies modeling34
Recent developments combining ensemble smoother and deep generative networks for facies history matching32
Application of an improved P(m)-SOR iteration method for flow in partially saturated soils30
Deep learning for lithological classification of carbonate rock micro-CT images28
Benchmark study for the simulation of Underground Hydrogen Storage operations25
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks22
RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning18
Introduction to the special issue: Overview of OLYMPUS Optimization Benchmark Challenge18
Data-space inversion using a recurrent autoencoder for time-series parameterization18
Prediction of gas hydrate saturation using machine learning and optimal set of well-logs18
Novel iterative ensemble smoothers derived from a class of generalized cost functions16
FDwave3D: a MATLAB solver for the 3D anisotropic wave equation using the finite-difference method15
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