OOIR: Observatory of International Research

Papers

(The H4-Index of Computational Geosciences is 14. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Local and global timeseries proxies using functional principal component analysis: application to history-matching and uncertainty quantification	71
A natural Hessian approximation for ensemble based optimization	44
A mineral precipitation model based on the volume of fluid method	35
Developing a Duchon spline based on Gauss-Newton optimizer for one-way-coupled flow and geomechanics	34
The Riemann problem for three-phase foam flow in porous media	26
Bayesian model evaluation for multiple scenarios	23
Deep learning-aided image-oriented history matching of geophysical data	22
Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods	21
A novel hierarchical model calibration method for deep water reservoirs under depletion and aquifer influence	19
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data	19
Unsupervised segmentation for sandstone thin section image analysis	17
Data-driven modelling with coarse-grid network models	16
Frequency-domain vector finite element forward modeling of 3D GPR data using exact PML absorbing boundary conditions	16
Competitive algorithm to balance and predict blasting outcomes using measured field data sets	15
Generating subsurface earth models using discrete representation learning and deep autoregressive network	14
The used of an intelligent data assimilation protocol for plume characterization of CO2 sequestration in saline aquifers	14
Integrated rock-physics-machine-learning analysis for lithofacies and fluid characterization in the North Slope, alaskan clastic reservoir	14