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 2021-07-01 to 2025-07-01.)

Article	Citations
Domain decomposition and partitioning methods for mixed finite element discretizations of the Biot system of poroelasticity	39
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	33
A natural Hessian approximation for ensemble based optimization	32
A one-dimensional local discontinuous Galerkin Richards’ equation solution with dual-time stepping	29
A mineral precipitation model based on the volume of fluid method	24
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach	24
Bayesian model evaluation for multiple scenarios	23
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation	20
Deep learning-aided image-oriented history matching of geophysical data	19
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth	18
Data-driven modelling with coarse-grid network models	18
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	17
Accelerated reactive transport simulations in heterogeneous porous media using Reaktoro and Firedrake	17
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	17
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence	16
Unsupervised segmentation for sandstone thin section image analysis	16
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	16
Generating subsurface earth models using discrete representation learning and deep autoregressive network	14
Adaptive generalized multiscale approximation of a mixed finite element method with velocity elimination	14
Benchmark study for the simulation of Underground Hydrogen Storage operations	13
Frequency-domain vector finite element forward modeling of 3D GPR data using exact PML absorbing boundary conditions	12
A new method based on multiresolution graph-based clustering for lithofacies analysis of well logging	12
Acknowledgement for reviewers for 2021	12
A preliminary model for optimal control of moisture content in unsaturated soils	11
Application of diffuse source basis functions for improved near well upscaling	11

Conditioning geological surfaces to horizontal wells	11
Ensemble-regularized Kernel density estimation with applications to the ensemble Gaussian mixture filter	11
A surrogate-assisted uncertainty-aware Bayesian validation framework and its application to coupling free flow and porous-medium flow	10
The effects of dispersion and non-linearity on the simulation of landslide-generated waves using the reduced two-layer non-hydrostatic model	10
Capillary hysteresis and gravity segregation in two phase flow through porous media	10
Multiscale matrix-fracture transfer functions for naturally fractured reservoirs using an analytical, infinite conductivity, discrete fracture model	9
Special issue: selected contributions from the 18th European Conference on the Mathematics of Geological Reservoirs (ECMOR 2022)	9
An active learning approach for improving the performance of equilibrium based chemical simulations	9
Traveling wave solutions describing the foam flow in porous media for low surfactant concentration	9
Efficient well placement optimization under uncertainty using a virtual drilling procedure	9
Adaptive regularization for the Richards equation	8
Application of machine learning to characterize gas hydrate reservoirs in Mackenzie Delta (Canada) and on the Alaska north slope (USA)	8
Determining optimal controls placed on injection/production wells during waterflooding in heterogeneous oil reservoirs using artificial neural network models and multi-objective genetic algorithm	8
Spectral-element modeling of the time-domain electromagnetic field in 3D geophysical anisotropic media	8
An integrated approach to derive relative permeability from capillary pressure	7
Stochastic reconstruction of shale combining multi-scale generators and discriminators with attention mechanisms	7
Consistent prediction of well paths and geological surfaces	7
Nonlinear domain-decomposition preconditioning for robust and efficient field-scale simulation of subsurface flow	7
A fully-implicit parallel framework for complex reservoir simulation with mimetic finite difference discretization and operator-based linearization	7
An intelligent multi-fidelity surrogate-assisted multi-objective reservoir production optimization method based on transfer stacking	7
Stochastic reconstruction of porous media based on attention mechanisms and multi-stage generative adversarial network	7
A hybrid stability analysis bypassing method for compositional simulation	7
A 2D numerical model for simulation of cohesive sediment transport	7
A spatio-temporal process visualization approach for wind features	7
An integrated framework for optimal monitoring and history matching in CO$$_{2}$$ storage projects	7
Correction to: Sequential fully implicit newton method for flow and transport with natural black-oil formulation	7
Gas-oil gravity drainage mechanism in fractured oil reservoirs: surrogate model development and sensitivity analysis	7
Efficient multi-scale image reconstruction of heterogeneous rocks with unresolved porosity using octree structures	6
Sparrow search algorithm-driven clustering analysis of rock mass discontinuity sets	6
A machine-learning-accelerated distributed LBFGS method for field development optimization: algorithm, validation, and applications	6
Improved spatial understanding of induced seismicity hazard from the discretization of a curved fault surface	6
Derivative-free search approaches for optimization of well inflow control valves and controls	6
A post-processing solution to restore numerical consistency for classical flow routing algorithms	6
Towards HPC simulations of billion-cell reservoirs by multiscale mixed methods	6
Multi-objective optimization of subsurface $$\text {CO}_{2}$$ capture, utilization, and storage using sequential quadratic programming with stochastic gradients	6
Correction to: A spatio-temporal process visualization approach for wind features	6
The method of forced probabilities: a computation trick for Bayesian model evidence	6
3D reconstruction of porous media using a batch normalized variational auto-encoder	6
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks	6
Surrogate-assisted distributed swarm optimisation for computationally expensive geoscientific models	6
A novel prediction method for coalbed methane production capacity combined extreme gradient boosting with bayesian optimization	6
A virtual element method for the two-phase flow of immiscible fluids in porous media	6
Probability elicitation using geostatistics in hydrocarbon exploration	5
Stochastic pix2vid: A new spatiotemporal deep learning method for image-to-video synthesis in geologic CO$$_2$$ storage prediction	5
Contact algorithm of the material point method and comparison with the finite element method	5
Analysis of earthquake hypocenter characteristics using chaos game representation	5
Two-phase flow in heterogeneous porous media based on Brinkman and Darcy models	5
Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother	5
An enhanced V-cycle MgNet model for operator learning in numerical partial differential equations	5
Influence of fluid dynamics on flow and transport in natural fracture networks	5

Three-dimensional numerical simulation of hydraulically driven cohesive fracture propagation in deformable reservoir rock using enriched EFG method	5
Three-dimensional numerical modeling of natural convection in underground cavities connected to the surface by a well	5
Downscaling using CDAnet under observational and model noise: the Rayleigh-Bénard convection paradigm	5
Neural networks for source mechanism inversion from surface microseismic data	5
Convergence of single rate and multirate undrained split iterative schemes for a fractured biot model	5
Application of supervised machine learning to assess and manage fluid-injection-induced seismicity hazards based on the Montney region of northeastern British Columbia	5
A new finite volume scheme with gradient transfer method for solving diffusion problems on the distorted hexahedral meshes	5
On several numerical strategies to solve Richards’ equation in heterogeneous media with finite volumes	5
Impact of geostatistical nonstationarity on convolutional neural network predictions	5