OOIR: Observatory of International Research

Papers

(The TQCC of Computational Geosciences is 5. 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
Performance studies of the fixed stress split algorithm for immiscible two-phase flow coupled with linear poromechanics	17
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach	17
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
Accelerating the multi-parameter least-squares reverse time migration using an appropriate preconditioner	16
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping	15
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
Upscaling of two-phase discrete fracture simulations using a convolutional neural network	14
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
Bayesian model evaluation for multiple scenarios	13
Exponential time differencing for problems without natural stiffness separation	13
3D reconstruction of porous media using a batch normalized variational auto-encoder	12
Multibody approach for reactive transport modeling in discontinuous-heterogeneous porous media	12
Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure	12
Data-driven discovery of governing equations for transient heat transfer analysis	11
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface	11

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
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
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
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
Correction to: Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	8
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
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
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
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
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
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
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