OOIR: Observatory of International Research

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 2022-01-01 to 2026-01-01.)

Article	Citations
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	61
A natural Hessian approximation for ensemble based optimization	50
Determination of Two-phase Relative Permeability from a Displacement with Safman-Rayleigh Instability Using a Coarse-Scale Model History Matching Approach	40
Bayesian model evaluation for multiple scenarios	35
Huff-n-Puff (HNP) design for shale reservoirs using local dual-porosity, dual-permeability compositional simulation	28
A mineral precipitation model based on the volume of fluid method	27
Deep learning-aided image-oriented history matching of geophysical data	24
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence	23
A 3D organized point cloud clustering algorithm for seismic fault data based on region growth	22
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	22
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	21
Generating subsurface earth models using discrete representation learning and deep autoregressive network	19
Data-driven modelling with coarse-grid network models	16
Unsupervised segmentation for sandstone thin section image analysis	16
The used of an intelligent data assimilation protocol for plume characterization of CO2 sequestration in saline aquifers	15
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	15