OOIR: Observatory of International Research

Papers

(The H4-Index of Computational Geosciences is 17. 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 2020-05-01 to 2024-05-01.)

Article	Citations
PorePy: an open-source software for simulation of multiphysics processes in fractured porous media	66
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)	44
Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios	43
Rapid estimation of permeability from digital rock using 3D convolutional neural network	39
The LBPM software package for simulating multiphase flow on digital images of porous rocks	37
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 an	36
A deep learning perspective on predicting permeability in porous media from network modeling to direct simulation	34
U-net generative adversarial network for subsurface facies modeling	30
Generative adversarial network as a stochastic subsurface model reconstruction	30
Recent developments combining ensemble smoother and deep generative networks for facies history matching	30
Modeling, simulation, and optimization of geothermal energy production from hot sedimentary aquifers	29
Application of an improved P(m)-SOR iteration method for flow in partially saturated soils	27
Validation and calibration of coupled porous-medium and free-flow problems using pore-scale resolved models	25
Iterative schemes for surfactant transport in porous media	25
Deep learning for lithological classification of carbonate rock micro-CT images	22
Investigation of thermal-induced damage in fractured rock mass by coupled FEM-DEM method	22
Microscale mechanical modeling of deformable geomaterials with dynamic contacts based on the numerical manifold method	22
A macroelement stabilization for mixed finite element/finite volume discretizations of multiphase poromechanics	17
Benchmark study for the simulation of Underground Hydrogen Storage operations	17
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks	17
Prediction of gas hydrate saturation using machine learning and optimal set of well-logs	17
A staggered finite element procedure for the coupled Stokes-Biot system with fluid entry resistance	17
Introduction to the special issue: Overview of OLYMPUS Optimization Benchmark Challenge	17