OOIR: Observatory of International Research

Papers

(The TQCC of Computational Geosciences is 4. 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 2021-02-01 to 2025-02-01.)

Article	Citations
BHPSO combined with statistical net hydrocarbon thickness map for well placement optimization under uncertainty	54
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach	30
Exponential time differencing for problems without natural stiffness separation	28
Accelerating the solution of linear systems appearing in two-phase reservoir simulation by the use of POD-based deflation methods	25
Model-based characterization of permeability damage control through inhibitor injection under parametric uncertainty	24
Covariogram ranges for approximate global sensitivity analysis	20
Estimation of the chance of success of a four-dimensional seismic project for a developed oil field	18
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping	17
Dimensional reduction of a fractured medium for a polymer EOR model	16
Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure	15
Domain decomposition and partitioning methods for mixed finite element discretizations of the Biot system of poroelasticity	14
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface	13
Power law slip boundary condition for Navier-Stokes equations: Discontinuous Galerkin schemes	13
Bayesian model evaluation for multiple scenarios	13
Multibody approach for reactive transport modeling in discontinuous-heterogeneous porous media	12
3D reconstruction of porous media using a batch normalized variational auto-encoder	12
Upscaling of two-phase discrete fracture simulations using a convolutional neural network	11
A natural Hessian approximation for ensemble based optimization	11
Solving the fixed gravimetric boundary value problem by the finite element method using mapped infinite elements.	11
Formulating the history matching problem with consistent error statistics	11
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	10
Fracture network flow prediction with uncertainty using physics-informed graph features	10
An extended peridynamic bond-based constitutive model for simulation of crack propagation in rock-like materials	10
Uncertainty quantification for uranium production in mining exploitation by In Situ Recovery	10
A mineral precipitation model based on the volume of fluid method	9

Derivative-free search approaches for optimization of well inflow control valves and controls	9
A numerical model for offshore Geological Carbon Storage (GCS) undergoing hydrate formation	9
Accelerating the multi-parameter least-squares reverse time migration using an appropriate preconditioner	9
Data-driven discovery of governing equations for transient heat transfer analysis	8
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation	8
Extraction of weak geochemical anomalies based on multiple-point statistics and local singularity analysis	8
Impact of heterogeneity upon the accuracy of the Eikonal solution using the Fast Marching Method	8
Inexact methods for sequential fully implicit (SFI) reservoir simulation	8
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)	7
Minimum acceptance criteria for subsurface scenario-based uncertainty models from single image generative adversarial networks (SinGAN)	7
Comparison of dissolution in a calcite fracture by isothermal and non-isothermal models	7
Performance studies of the fixed stress split algorithm for immiscible two-phase flow coupled with linear poromechanics	7
Digital core image reconstruction based on residual self-attention generative adversarial networks	7
A robust, multi-solution framework for well placement and control optimization	7
The traveling wavefront for foam flow in two-layer porous media	7
A novel prediction method for coalbed methane production capacity combined extreme gradient boosting with bayesian optimization	7
Deep learning for lithological classification of carbonate rock micro-CT images	7
Algebraic flux correction finite element method with semi-implicit time stepping for solute transport in fractured porous media	6
Impact of artificial topological changes on flow and transport through fractured media due to mesh resolution	6
Hybrid Neural Network - Variational Data Assimilation algorithm to infer river discharges from SWOT-like data	6
Acceleration of thermodynamic computations in fluid flow applications	6
An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty	6
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth	6
A virtual element method for the two-phase flow of immiscible fluids in porous media	6
Consistency and local conservation in finite-element simulation of flow in porous media	6
Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	6
GPU implementation of Explicit and Implicit Eulerian methods with TVD schemes for solving 2D solute transport in heterogeneous flows	6
Deep learning-aided image-oriented history matching of geophysical data	5
Marginalized iterative ensemble smoothers for data assimilation	5
The method of forced probabilities: a computation trick for Bayesian model evidence	5
Adaptive mesh refinement in locally conservative level set methods for multiphase fluid displacements in porous media	5
RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning	5
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	5
Geological realism in Fluvial facies modelling with GAN under variable depositional conditions	5
A physically-based entropy production rate method to simulate sharp-front transport problems in porous medium systems	5
Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation	5
Transient drainage volume characterization and flow simulation in reservoir models using the fast marching method	5
Using a machine learning proxy for localization in ensemble data assimilation	5
Probability elicitation using geostatistics in hydrocarbon exploration	5
Correction to: Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	5
Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination	5
Dynamic time warping for well injection and production history connectivity characterization	5
Numerical effects on the simulation of surfactant flooding for enhanced oil recovery	5
Distributed quasi-Newton derivative-free optimization method for optimization problems with multiple local optima	5
Iterative multilevel assimilation of inverted seismic data	5
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	4
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake	4
A generic workflow of projection-based embedded discrete fracture model for flow simulation in porous media	4
Benchmark study for the simulation of Underground Hydrogen Storage operations	4
Stacked ensemble model for reservoir characterisation to predict log properties from seismic signals	4

Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	4
Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models	4
Generating subsurface earth models using discrete representation learning and deep autoregressive network	4
Dynamic PVT model for CO2-EOR black-oil simulations	4
Convergence of single rate and multirate undrained split iterative schemes for a fractured biot model	4
Comparison of nonlinear field-split preconditioners for two-phase flow in heterogeneous porous media	4
Modeling cesium migration through Opalinus clay: a benchmark for single- and multi-species sorption-diffusion models	4
Seismic inversion with deep learning	4
Numerical simulation of crack propagation and coalescence in rock materials by the peridynamic method based on strain energy density theory	4