Computational Geosciences

Article	Citations
Covariogram ranges for approximate global sensitivity analysis	61
Domain decomposition and partitioning methods for mixed finite element discretizations of the Biot system of poroelasticity	32
Theoretical results on a block preconditioner used in ice-sheet modeling: eigenvalue bounds for singular power-law fluids	32
Power law slip boundary condition for Navier-Stokes equations: Discontinuous Galerkin schemes	27
Minimum acceptance criteria for subsurface scenario-based uncertainty models from single image generative adversarial networks (SinGAN)	20
Formulating the history matching problem with consistent error statistics	19
Inexact methods for sequential fully implicit (SFI) reservoir simulation	19
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	16
The traveling wavefront for foam flow in two-layer porous media	15
Extraction of weak geochemical anomalies based on multiple-point statistics and local singularity analysis	14
Fracture network flow prediction with uncertainty using physics-informed graph features	14
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	14
Accelerating the multi-parameter least-squares reverse time migration using an appropriate preconditioner	14
Estimation of the chance of success of a four-dimensional seismic project for a developed oil field	13
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping	13
A natural Hessian approximation for ensemble based optimization	12
Upscaling of two-phase discrete fracture simulations using a convolutional neural network	12
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation	12
Bayesian model evaluation for multiple scenarios	11
Exponential time differencing for problems without natural stiffness separation	11
A novel prediction method for coalbed methane production capacity combined extreme gradient boosting with bayesian optimization	11
Data-driven discovery of governing equations for transient heat transfer analysis	10
3D reconstruction of porous media using a batch normalized variational auto-encoder	10
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface	10

Multibody approach for reactive transport modeling in discontinuous-heterogeneous porous media	10
A numerical model for offshore Geological Carbon Storage (GCS) undergoing hydrate formation	10
Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure	10
An extended peridynamic bond-based constitutive model for simulation of crack propagation in rock-like materials	9
Accelerating the solution of linear systems appearing in two-phase reservoir simulation by the use of POD-based deflation methods	9
Impact of heterogeneity upon the accuracy of the Eikonal solution using the Fast Marching Method	9
Solving the fixed gravimetric boundary value problem by the finite element method using mapped infinite elements.	9
Model-based characterization of permeability damage control through inhibitor injection under parametric uncertainty	9
Dimensional reduction of a fractured medium for a polymer EOR model	8
A mineral precipitation model based on the volume of fluid method	8
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)	8
Derivative-free search approaches for optimization of well inflow control valves and controls	8
Digital core image reconstruction based on residual self-attention generative adversarial networks	7
Unsupervised segmentation for sandstone thin section image analysis	7
A virtual element method for the two-phase flow of immiscible fluids in porous media	7
Algebraic flux correction finite element method with semi-implicit time stepping for solute transport in fractured porous media	7
Data-driven modelling with coarse-grid network models	7
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence	7
Deep learning-aided image-oriented history matching of geophysical data	7
An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty	7
Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models	6
Comparison of nonlinear field-split preconditioners for two-phase flow in heterogeneous porous media	6
An enhanced V-cycle MgNet model for operator learning in numerical partial differential equations	6
Benchmark study for the simulation of Underground Hydrogen Storage operations	6
A robust, multi-solution framework for well placement and control optimization	6
Comparison of dissolution in a calcite fracture by isothermal and non-isothermal models	6
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	6
Numerical effects on the simulation of surfactant flooding for enhanced oil recovery	6
Distributed quasi-Newton derivative-free optimization method for optimization problems with multiple local optima	6
Generating subsurface earth models using discrete representation learning and deep autoregressive network	6
Estimation of distribution algorithms for well placement optimization in petroleum fields	5
Consistency and local conservation in finite-element simulation of flow in porous media	5
Physics-constrained deep learning forecasting: an application with capacitance resistive model	5
Contact algorithm of the material point method and comparison with the finite element method	5
Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination	5
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	5
A generic workflow of projection-based embedded discrete fracture model for flow simulation in porous media	5
Iterative multilevel assimilation of inverted seismic data	5
Dynamic PVT model for CO2-EOR black-oil simulations	5
Neural networks for source mechanism inversion from surface microseismic data	5
Hybrid Neural Network - Variational Data Assimilation algorithm to infer river discharges from SWOT-like data	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
Geological realism in Fluvial facies modelling with GAN under variable depositional conditions	5
A reduced-order model based on C-R mixed finite element and POD technique for coupled Stokes-Darcy system with solute transport	5
A physically-based entropy production rate method to simulate sharp-front transport problems in porous medium systems	5
The method of forced probabilities: a computation trick for Bayesian model evidence	5
Numerical simulation of crack propagation and coalescence in rock materials by the peridynamic method based on strain energy density theory	4
Seismic inversion with deep learning	4
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth	4

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	4
Less-Intrusive Consistent Discretization Methods for Reservoir Simulation on Cut-cell Grids – Algorithms, Implementation, and Testing	4
Transient drainage volume characterization and flow simulation in reservoir models using the fast marching method	4
Modeling cesium migration through Opalinus clay: a benchmark for single- and multi-species sorption-diffusion models	4
Acceleration of thermodynamic computations in fluid flow applications	4
Stacked ensemble model for reservoir characterisation to predict log properties from seismic signals	4
RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning	4
GPU implementation of Explicit and Implicit Eulerian methods with TVD schemes for solving 2D solute transport in heterogeneous flows	4
Marginalized iterative ensemble smoothers for data assimilation	4
Convergence of single rate and multirate undrained split iterative schemes for a fractured biot model	4
Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation	4
Adaptive mesh refinement in locally conservative level set methods for multiphase fluid displacements in porous media	4
Probability elicitation using geostatistics in hydrocarbon exploration	4
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake	4
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	4
Dynamic time warping for well injection and production history connectivity characterization	4
Impact of artificial topological changes on flow and transport through fractured media due to mesh resolution	4
Well testing of radial jet drilling wells in geothermal reservoirs	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
Mapping natural fracture networks using geomechanical inferences from machine learning approaches	3
Modeling 3-D anisotropic elastodynamics using mimetic finite differences and fully staggered grids	3
Correction to: Development of efficient and robust Eikonal solver variants for first-arrival seismic modeling	3
Online conservative generalized multiscale finite element method for highly heterogeneous flow models	3
Application of diffuse source basis functions for improved near well upscaling	3
Three-dimensional numerical simulation of hydraulically driven cohesive fracture propagation in deformable reservoir rock using enriched EFG method	3
Style Transfer applied to CT image downscaling: a study case from Brazilian Coquinas	3
Compositional effects in thermal, compositional and reactive simulation	3
Application of IDEAL algorithm based on the collocated unstructured grid for incompressible flows	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
Stochastic pix2vid: A new spatiotemporal deep learning method for image-to-video synthesis in geologic CO$$_2$$ storage prediction	3
Rock thin sections identification under harsh conditions across regions based on online transfer method	3
Batch seismic inversion using the iterative ensemble Kalman smoother	3
A surrogate-assisted uncertainty-aware Bayesian validation framework and its application to coupling free flow and porous-medium flow	3
Simulation of flow in deformable fractures using a quasi-Newton based partitioned coupling approach	3
Impact of geostatistical nonstationarity on convolutional neural network predictions	3
Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management	3
A discrete fracture matrix framework for simulating single-phase flow and non-isothermal reactive transport	3
Correction to: Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS	3
Downscaling using CDAnet under observational and model noise: the Rayleigh-Bénard convection paradigm	3
Acknowledgement for reviewers for 2021	3
Iterative solution methods for 3D controlled-source electromagnetic forward modelling of geophysical exploration scenarios	3
The effects of dispersion and non-linearity on the simulation of landslide-generated waves using the reduced two-layer non-hydrostatic model	3
Robustness and efficiency of iteration schemes for variably saturated flow across the range of soils, initial and boundary conditions found in practice	3
Improved Petrophysical Property Evaluation of Shaly Sand Reservoirs Using Modified Grey Wolf Intelligence Algorithm	3
An adaptive discontinuous Galerkin method for the Darcy system in fractured porous media	2
Capillary hysteresis and gravity segregation in two phase flow through porous media	2
Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother	2
A new method based on multiresolution graph-based clustering for lithofacies analysis of well logging	2
On several numerical strategies to solve Richards’ equation in heterogeneous media with finite volumes	2
Traveling wave solutions describing the foam flow in porous media for low surfactant concentration	2
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	2
Improvements in the genetic algorithm inversion of receiver functions using extinction and a new selection approach	2
Optimizing convergence: GMRES preconditioner for Darcy flow problem in a fracture network	2
Conditioning geological surfaces to horizontal wells	2
Forward modelling of geophysical electromagnetic data on unstructured grids using an adaptive mimetic finite-difference method	2
An inverse problem in an elastic domain with a crack : a fictitious domain approach	2
A generalized time-domain velocity-stress seismic wave equation for composite viscoelastic media with a topographic relief and an irregular seabed	2
A new computational model for karst conduit flow in carbonate reservoirs including dissolution-collapse breccias	2
Stability of a numerical scheme for methane transport in hydrate zone under equilibrium and non-equilibrium conditions	2
Trajectory prediction based on long short-term memory network and Kalman filter using hurricanes as an example	2
Adaptive regularization for the Richards equation	2
Two-phase flow in heterogeneous porous media based on Brinkman and Darcy models	2
A mortar method for the coupled Stokes-Darcy problem using the MAC scheme for Stokes and mixed finite elements for Darcy	2
Characterizing competitive adsorption and diffusion of methane and carbon dioxide in kerogen type-III slit model	2
Robust phase algorithms for estimating apparent slowness vectors of seismic waves from regional events	2
A multi-timestep Dirichlet-Neumann domain decomposition method applied to the polymer injection in porous media	2
Conditional stochastic simulation of fluvial reservoirs using multi-scale concurrent generative adversarial networks	2
Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution	2
Application of a dispersive wave hydro-sediment-morphodynamic model in the Ria Formosa lagoon	2
XFVM modelling of fracture aperture induced by shear and tensile opening	1
Conditioning generative adversarial networks on nonlinear data for subsurface flow model calibration and uncertainty quantification	1
The use of flow diagnostics to rank model ensembles	1
Rigid transformations for stabilized lower dimensional space to support subsurface uncertainty quantification and interpretation	1
Comparative calibration of 1D+2D and 3D hydrogeological watershed models	1
An approximate cut-cell discretization technique for flow in fractured porous media	1
Multiscale model diagnostics	1
Structure exploiting methods for fast uncertainty quantification in multiphase flow through heterogeneous media	1
A comparison of nonlinear extensions to the ensemble Kalman filter	1
Special issue: selected contributions from the 18th European Conference on the Mathematics of Geological Reservoirs (ECMOR 2022)	1

Global implicit solver for multiphase multicomponent flow in porous media with multiple gas components and general reactions	1
Acknowledgement for Reviewers for 2022	1
A spatio-temporal process visualization approach for wind features	1
An active learning approach for improving the performance of equilibrium based chemical simulations	1
TOUGH3-FLAC3D: a modeling approach for parallel computing of fluid flow and geomechanics	1
Stochastic reconstruction of porous media based on attention mechanisms and multi-stage generative adversarial network	1
A fully-implicit parallel framework for complex reservoir simulation with mimetic finite difference discretization and operator-based linearization	1
A novel methodological approach for land subsidence prediction through data assimilation techniques	1
An integrated approach to derive relative permeability from capillary pressure	1
Analysis of earthquake hypocenter characteristics using chaos game representation	1
An integrated framework for optimal monitoring and history matching in CO$$_{2}$$ storage projects	1
Spectral-element modeling of the time-domain electromagnetic field in 3D geophysical anisotropic media	1
Prediction of permeability of porous media using optimized convolutional neural networks	1
Application of an improved P(m)-SOR iteration method for flow in partially saturated soils	1
Efficient well placement optimization under uncertainty using a virtual drilling procedure	1
Application of machine learning to characterize gas hydrate reservoirs in Mackenzie Delta (Canada) and on the Alaska north slope (USA)	1
A multi-aggregator graph neural network for backbone exaction of fracture networks	1
Convergence acceleration of iterative sequences for equilibrium chemistry computations	1
On an efficient time scheme based on a new mathematical representation of thermodynamic equilibrium for multiphase compositional Darcy flows in porous media	1
Determining optimal controls placed on injection/production wells during waterflooding in heterogeneous oil reservoirs using artificial neural network models and multi-objective genetic algorithm	1
Stochastic reconstruction of shale combining multi-scale generators and discriminators with attention mechanisms	1
A new formulation of the surface charge/surface potential relationship in electrolytes with valence less than three	1
Multiscale matrix-fracture transfer functions for naturally fractured reservoirs using an analytical, infinite conductivity, discrete fracture model	1
A numerical study of the additive Schwarz preconditioned exact Newton method (ASPEN) as a nonlinear preconditioner for immiscible and compositional porous media flow	1
Leveraging HPC accelerator architectures with modern techniques — hydrologic modeling on GPUs with ParFlow	1
Sensitivity analysis of the MCRF model to different transiogram joint modeling methods for simulating categorical spatial variables	1
A stable space-time FE method for the shallow water equations	1
Objective-sensitive principal component analysis for high-dimensional inverse problems	1
Constrained pressure-temperature residual (CPTR) preconditioner performance for large-scale thermal CO$$_2$$ injection simulation	1
Multi-level emulation of tsunami simulations over Cilacap, South Java, Indonesia	1
Support-vector regression accelerated well location optimization: algorithm, validation, and field testing	1
A general approach to computing derivatives for Hessian-based seismic inversion	1
An intelligent multi-fidelity surrogate-assisted multi-objective reservoir production optimization method based on transfer stacking	1
Application of deep learning reduced-order modeling for single-phase flow in faulted porous media	1
Special issue: selected contributions from the 17th European Conference on the Mathematics of Oil Recovery (ECMOR XVII)	1
Efficient adjoint-based well-placement optimization using flow diagnostics proxies	1
A modified Flux Corrected Transport method coupled with the MPFA-H formulation for the numerical simulation of two-phase flows in petroleum reservoirs using 2D unstructured meshes	1
Numerical simulation for a incompressible miscible displacement problem using a reduced-order finite element method based on POD technique	1
High-order compact difference schemes based on the local one-dimensional method for high-dimensional nonlinear wave equations	1