Computational Geosciences

Papers
(The H4-Index of Computational Geosciences is 15. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification65
A natural Hessian approximation for ensemble based optimization60
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach44
Bayesian model evaluation for multiple scenarios40
A mineral precipitation model based on the volume of fluid method31
Deep learning-aided image-oriented history matching of geophysical data30
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth24
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence24
Unsupervised segmentation for sandstone thin section image analysis23
Generating subsurface earth models using discrete representation learning and deep autoregressive network21
The used of an intelligent data assimilation protocol for plume characterization of CO2 sequestration in saline aquifers18
Frequency-domain vector finite element forward modeling of 3D GPR data using exact PML absorbing boundary conditions18
Benchmark study for the simulation of Underground Hydrogen Storage operations17
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data17
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods16
Data-driven modelling with coarse-grid network models15
Competitive algorithm to balance and predict blasting outcomes using measured field data sets15
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