OOIR: Observatory of International Research

Papers

(The H4-Index of Computers & Geosciences is 35. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	156
Qmin – A machine learning-based application for processing and analysis of mineral chemistry data	148
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	124
Editorial Board	114
Compression of seismic forward modeling wavefield using TuckerMPI	107
Association Announcement 2023 Felix Chayes Prize	87
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	86
Borehole lithology modelling with scarce labels by deep transductive learning	74
Learning spatial patterns with variational Gaussian processes: Regression	74
Swin Transformer for simultaneous denoising and interpolation of seismic data	73
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	73
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	63
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	61
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	60
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	58
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	54
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	52
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	51
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	49
SAIPy: A Python package for single-station earthquake monitoring using deep learning	48
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	46
Graph neural network-based topological relationships automatic identification of geological boundaries	46
Understanding geological reports based on knowledge graphs using a deep learning approach	46
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	44
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	44

Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information	42
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	42
3D edge-based and nodal finite element modeling of magnetotelluric in general anisotropic media	42
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	41
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	38
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	38
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	38
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	36
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	36
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	36
A novel algorithm for seismic events multiplets search	35
Mineral prospectivity analysis is unstable to changes in pixel size	35