Computational Geosciences

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 2021-05-01 to 2025-05-01.)
ArticleCitations
Domain decomposition and partitioning methods for mixed finite element discretizations of the Biot system of poroelasticity36
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification32
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation32
A natural Hessian approximation for ensemble based optimization26
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach22
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping22
A mineral precipitation model based on the volume of fluid method19
Benchmark study for the simulation of Underground Hydrogen Storage operations16
Deep learning-aided image-oriented history matching of geophysical data16
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth16
Bayesian model evaluation for multiple scenarios16
Data-driven modelling with coarse-grid network models16
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake15
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods15
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data14
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence14
Generating subsurface earth models using discrete representation learning and deep autoregressive network14
Frequency-domain vector finite element forward modeling of 3D GPR data using exact PML absorbing boundary conditions13
Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination13
Unsupervised segmentation for sandstone thin section image analysis13
Acknowledgement for reviewers for 202112
Competitive algorithm to balance and predict blasting outcomes using measured field data sets12
The effects of dispersion and non-linearity on the simulation of landslide-generated waves using the reduced two-layer non-hydrostatic model11
A new method based on multiresolution graph-based clustering for lithofacies analysis of well logging11
Ensemble-regularized Kernel density estimation with applications to the ensemble Gaussian mixture filter11
Conditioning geological surfaces to horizontal wells10
Traveling wave solutions describing the foam flow in porous media for low surfactant concentration10
A preliminary model for optimal control of moisture content in unsaturated soils10
A surrogate-assisted uncertainty-aware Bayesian validation framework and its application to coupling free flow and porous-medium flow10
Application of diffuse source basis functions for improved near well upscaling10
Capillary hysteresis and gravity segregation in two phase flow through porous media9
An active learning approach for improving the performance of equilibrium based chemical simulations9
Special issue: selected contributions from the 18th European Conference on the Mathematics of Geological Reservoirs (ECMOR 2022)9
A fully-implicit parallel framework for complex reservoir simulation with mimetic finite difference discretization and operator-based linearization9
Efficient well placement optimization under uncertainty using a virtual drilling procedure9
Determining optimal controls placed on injection/production wells during waterflooding in heterogeneous oil reservoirs using artificial neural network models and multi-objective genetic algorithm8
Multiscale matrix-fracture transfer functions for naturally fractured reservoirs using an analytical, infinite conductivity, discrete fracture model8
Adaptive regularization for the Richards equation8
An integrated framework for optimal monitoring and history matching in CO$$_{2}$$ storage projects8
A spatio-temporal process visualization approach for wind features7
Consistent prediction of well paths and geological surfaces7
Nonlinear domain-decomposition preconditioning for robust and efficient field-scale simulation of subsurface flow7
Application of machine learning to characterize gas hydrate reservoirs in Mackenzie Delta (Canada) and on the Alaska north slope (USA)7
An integrated approach to derive relative permeability from capillary pressure7
A 2D numerical model for simulation of cohesive sediment transport7
Stochastic reconstruction of porous media based on attention mechanisms and multi-stage generative adversarial network7
Spectral-element modeling of the time-domain electromagnetic field in 3D geophysical anisotropic media7
An intelligent multi-fidelity surrogate-assisted multi-objective reservoir production optimization method based on transfer stacking7
Guest editorial to the special issue: subsurface environmental simulation benchmarks7
Stochastic reconstruction of shale combining multi-scale generators and discriminators with attention mechanisms7
Gas-oil gravity drainage mechanism in fractured oil reservoirs: surrogate model development and sensitivity analysis6
Constrained iterative ensemble smoother for multi solution search assisted history matching6
A post-processing solution to restore numerical consistency for classical flow routing algorithms6
Correction to: Sequential fully implicit newton method for flow and transport with natural black-oil formulation6
A hybrid stability analysis bypassing method for compositional simulation6
Towards HPC simulations of billion-cell reservoirs by multiscale mixed methods6
A machine-learning-accelerated distributed LBFGS method for field development optimization: algorithm, validation, and applications6
Sparrow search algorithm-driven clustering analysis of rock mass discontinuity sets6
Correction to: A spatio-temporal process visualization approach for wind features6
Surrogate-assisted distributed swarm optimisation for computationally expensive geoscientific models6
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks5
A novel prediction method for coalbed methane production capacity combined extreme gradient boosting with bayesian optimization5
Derivative-free search approaches for optimization of well inflow control valves and controls5
Contact algorithm of the material point method and comparison with the finite element method5
A virtual element method for the two-phase flow of immiscible fluids in porous media5
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface5
Exponential time differencing for problems without natural stiffness separation5
The method of forced probabilities: a computation trick for Bayesian model evidence5
Probability elicitation using geostatistics in hydrocarbon exploration5
Multi-objective optimization of subsurface $$\text {CO}_{2}$$ capture, utilization, and storage using sequential quadratic programming with stochastic gradients5
3D reconstruction of porous media using a batch normalized variational auto-encoder5
Convergence of single rate and multirate undrained split iterative schemes for a fractured biot model5
Neural networks for source mechanism inversion from surface microseismic data5
An enhanced V-cycle MgNet model for operator learning in numerical partial differential equations5
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