OOIR: Observatory of International Research

Papers

(The median citation count of Computational Geosciences is 2. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Minimum acceptance criteria for subsurface scenario-based uncertainty models from single image generative adversarial networks (SinGAN)	61
Theoretical results on a block preconditioner used in ice-sheet modeling: eigenvalue bounds for singular power-law fluids	36
Covariogram ranges for approximate global sensitivity analysis	32
Accelerating the solution of linear systems appearing in two-phase reservoir simulation by the use of POD-based deflation methods	31
Domain decomposition and partitioning methods for mixed finite element discretizations of the Biot system of poroelasticity	24
Power law slip boundary condition for Navier-Stokes equations: Discontinuous Galerkin schemes	22
Inexact methods for sequential fully implicit (SFI) reservoir simulation	20
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach	17
Performance studies of the fixed stress split algorithm for immiscible two-phase flow coupled with linear poromechanics	17
Accelerating the multi-parameter least-squares reverse time migration using an appropriate preconditioner	16
Extraction of weak geochemical anomalies based on multiple-point statistics and local singularity analysis	16
The traveling wavefront for foam flow in two-layer porous media	16
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping	15
Upscaling of two-phase discrete fracture simulations using a convolutional neural network	14
Estimation of the chance of success of a four-dimensional seismic project for a developed oil field	14
A natural Hessian approximation for ensemble based optimization	14
Bayesian model evaluation for multiple scenarios	13
Exponential time differencing for problems without natural stiffness separation	13
A numerical model for offshore Geological Carbon Storage (GCS) undergoing hydrate formation	13
A novel prediction method for coalbed methane production capacity combined extreme gradient boosting with bayesian optimization	13
Multibody approach for reactive transport modeling in discontinuous-heterogeneous porous media	12
Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure	12
3D reconstruction of porous media using a batch normalized variational auto-encoder	12
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface	11
Data-driven discovery of governing equations for transient heat transfer analysis	11

Derivative-free search approaches for optimization of well inflow control valves and controls	10
Solving the fixed gravimetric boundary value problem by the finite element method using mapped infinite elements.	10
Dimensional reduction of a fractured medium for a polymer EOR model	10
An extended peridynamic bond-based constitutive model for simulation of crack propagation in rock-like materials	10
Model-based characterization of permeability damage control through inhibitor injection under parametric uncertainty	10
A mineral precipitation model based on the volume of fluid method	10
Impact of heterogeneity upon the accuracy of the Eikonal solution using the Fast Marching Method	10
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)	9
Fracture network flow prediction with uncertainty using physics-informed graph features	9
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation	9
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	9
Digital core image reconstruction based on residual self-attention generative adversarial networks	9
Estimation of distribution algorithms for well placement optimization in petroleum fields	8
Algebraic flux correction finite element method with semi-implicit time stepping for solute transport in fractured porous media	8
Correction to: Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	8
Deep learning-aided image-oriented history matching of geophysical data	7
Data-driven modelling with coarse-grid network models	7
Distributed quasi-Newton derivative-free optimization method for optimization problems with multiple local optima	7
Correction to: Development of efficient and robust Eikonal solver variants for first-arrival seismic modeling	7
Dynamic time warping for well injection and production history connectivity characterization	7
Seismic inversion with deep learning	7
Less-Intrusive Consistent Discretization Methods for Reservoir Simulation on Cut-cell Grids – Algorithms, Implementation, and Testing	7
Transient drainage volume characterization and flow simulation in reservoir models using the fast marching method	7
An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty	7
A robust, multi-solution framework for well placement and control optimization	7
Marginalized iterative ensemble smoothers for data assimilation	6
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake	6
Unsupervised segmentation for sandstone thin section image analysis	6
Comparison of dissolution in a calcite fracture by isothermal and non-isothermal models	6
Numerical simulation of crack propagation and coalescence in rock materials by the peridynamic method based on strain energy density theory	6
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth	6
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence	6
Hybrid Neural Network - Variational Data Assimilation algorithm to infer river discharges from SWOT-like data	6
Convergence of single rate and multirate undrained split iterative schemes for a fractured biot model	6
GPU implementation of Explicit and Implicit Eulerian methods with TVD schemes for solving 2D solute transport in heterogeneous flows	6
A virtual element method for the two-phase flow of immiscible fluids in porous media	6
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	6
The method of forced probabilities: a computation trick for Bayesian model evidence	5
Physics-constrained deep learning forecasting: an application with capacitance resistive model	5
Iterative multilevel assimilation of inverted seismic data	5
Comparison of nonlinear field-split preconditioners for two-phase flow in heterogeneous porous media	5
Dynamic PVT model for CO2-EOR black-oil simulations	5
Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation	5
A reduced-order model based on C-R mixed finite element and POD technique for coupled Stokes-Darcy system with solute transport	5
Python package for 3D joint hypocenter-velocity inversion on tetrahedral meshes: Parallel implementation and practical considerations	5
Improving the computational efficiency of solving multisource 3-D airborne electromagnetic problems in complex geological media	5
A generic workflow of projection-based embedded discrete fracture model for flow simulation in porous media	5
Neural networks for source mechanism inversion from surface microseismic data	5
Contact algorithm of the material point method and comparison with the finite element method	5
Adaptive mesh refinement in locally conservative level set methods for multiphase fluid displacements in porous media	5

An enhanced V-cycle MgNet model for operator learning in numerical partial differential equations	4
Modeling cesium migration through Opalinus clay: a benchmark for single- and multi-species sorption-diffusion models	4
Geological realism in Fluvial facies modelling with GAN under variable depositional conditions	4
Generating subsurface earth models using discrete representation learning and deep autoregressive network	4
Stochastic pix2vid: A new spatiotemporal deep learning method for image-to-video synthesis in geologic CO$$_2$$ storage prediction	4
Acknowledgement for reviewers for 2021	4
Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	4
Stacked ensemble model for reservoir characterisation to predict log properties from seismic signals	4
Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models	4
Benchmark study for the simulation of Underground Hydrogen Storage operations	4
Acceleration of thermodynamic computations in fluid flow applications	4
Probability elicitation using geostatistics in hydrocarbon exploration	4
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	4
Modeling 3-D anisotropic elastodynamics using mimetic finite differences and fully staggered grids	4
Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination	4
Numerical effects on the simulation of surfactant flooding for enhanced oil recovery	4
Impact of artificial topological changes on flow and transport through fractured media due to mesh resolution	4
RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning	4
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	4
An adaptive discontinuous Galerkin method for the Darcy system in fractured porous media	4
On several numerical strategies to solve Richards’ equation in heterogeneous media with finite volumes	3
A discrete fracture matrix framework for simulating single-phase flow and non-isothermal reactive transport	3
Style Transfer applied to CT image downscaling: a study case from Brazilian Coquinas	3
Robustness and efficiency of iteration schemes for variably saturated flow across the range of soils, initial and boundary conditions found in practice	3
Application of diffuse source basis functions for improved near well upscaling	3
Well testing of radial jet drilling wells in geothermal reservoirs	3
Conditioning geological surfaces to horizontal wells	3
A new method based on multiresolution graph-based clustering for lithofacies analysis of well logging	3
Stability of a numerical scheme for methane transport in hydrate zone under equilibrium and non-equilibrium conditions	3
A new computational model for karst conduit flow in carbonate reservoirs including dissolution-collapse breccias	3
The effects of dispersion and non-linearity on the simulation of landslide-generated waves using the reduced two-layer non-hydrostatic model	3
A preliminary model for optimal control of moisture content in unsaturated soils	3
Sequential implicit vertex approximate gradient discretization of incompressible two-phase Darcy flows with discontinuous capillary pressure	3
Online conservative generalized multiscale finite element method for highly heterogeneous flow models	3
A mortar method for the coupled Stokes-Darcy problem using the MAC scheme for Stokes and mixed finite elements for Darcy	3
A generalized time-domain velocity-stress seismic wave equation for composite viscoelastic media with a topographic relief and an irregular seabed	3
An inverse problem in an elastic domain with a crack : a fictitious domain approach	3
Application of supervised machine learning to assess and manage fluid-injection-induced seismicity hazards based on the Montney region of northeastern British Columbia	3
Robust phase algorithms for estimating apparent slowness vectors of seismic waves from regional events	3
Three-dimensional numerical simulation of hydraulically driven cohesive fracture propagation in deformable reservoir rock using enriched EFG method	3
Improved Petrophysical Property Evaluation of Shaly Sand Reservoirs Using Modified Grey Wolf Intelligence Algorithm	3
A multi-timestep Dirichlet-Neumann domain decomposition method applied to the polymer injection in porous media	3
A surrogate-assisted uncertainty-aware Bayesian validation framework and its application to coupling free flow and porous-medium flow	3
Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother	3
Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark	3
Enhancing 3D seismic facies interpretation through a modified patched deep learning approach leveraging spatio-temporal dependencies	2
Comparative calibration of 1D+2D and 3D hydrogeological watershed models	2
Stochastic reconstruction of porous media based on attention mechanisms and multi-stage generative adversarial network	2
Ensemble-regularized Kernel density estimation with applications to the ensemble Gaussian mixture filter	2
Two-phase flow in heterogeneous porous media based on Brinkman and Darcy models	2
Compositional effects in thermal, compositional and reactive simulation	2
Application of IDEAL algorithm based on the collocated unstructured grid for incompressible flows	2
Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution	2
Rock thin sections identification under harsh conditions across regions based on online transfer method	2
Fluid flow analysis of discrete fracture networks using a locally conservative stable mixed finite element method	2
Traveling wave solutions describing the foam flow in porous media for low surfactant concentration	2
Special issue: selected contributions from the 17th European Conference on the Mathematics of Oil Recovery (ECMOR XVII)	2
Special issue: selected contributions from the 18th European Conference on the Mathematics of Geological Reservoirs (ECMOR 2022)	2
TOUGH3-FLAC3D: a modeling approach for parallel computing of fluid flow and geomechanics	2
Optimizing convergence: GMRES preconditioner for Darcy flow problem in a fracture network	2
Impact of geostatistical nonstationarity on convolutional neural network predictions	2
Capillary hysteresis and gravity segregation in two phase flow through porous media	2
Conditional stochastic simulation of fluvial reservoirs using multi-scale concurrent generative adversarial networks	2
Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management	2
A multi-aggregator graph neural network for backbone exaction of fracture networks	2
Acknowledgement for Reviewers for 2022	2
Stochastic reconstruction of shale combining multi-scale generators and discriminators with attention mechanisms	2
Convergence acceleration of iterative sequences for equilibrium chemistry computations	2
Downscaling using CDAnet under observational and model noise: the Rayleigh-Bénard convection paradigm	2
Simulation of flow in deformable fractures using a quasi-Newton based partitioned coupling approach	2
Iterative solution methods for 3D controlled-source electromagnetic forward modelling of geophysical exploration scenarios	2
Mapping natural fracture networks using geomechanical inferences from machine learning approaches	2
Characterizing competitive adsorption and diffusion of methane and carbon dioxide in kerogen type-III slit model	2
Spectral-element modeling of the time-domain electromagnetic field in 3D geophysical anisotropic media	2