OOIR: Observatory of International Research

Papers

(The H4-Index of Computers & Geosciences is 37. 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
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	142
Association Announcement 2023 Felix Chayes Prize	126
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	109
Compression of seismic forward modeling wavefield using TuckerMPI	106
An improved extreme learning machine algorithm for transient electromagnetic nonlinear inversion	98
Learning spatial patterns with variational Gaussian processes: Regression	94
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	78
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	77
Borehole lithology modelling with scarce labels by deep transductive learning	77
Qmin – A machine learning-based application for processing and analysis of mineral chemistry data	76
Swin Transformer for simultaneous denoising and interpolation of seismic data	73
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	73
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	72
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	62
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	60
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	59
Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information	57
Core-CT: A MATLAB application for the quantitative analysis of sediment and coral cores from X-ray computed tomography (CT)	57
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	56
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	54
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	54
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	54
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	53
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	50
Graph neural network-based topological relationships automatic identification of geological boundaries	50

SAIPy: A Python package for single-station earthquake monitoring using deep learning	48
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	45
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	45
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	45
Understanding geological reports based on knowledge graphs using a deep learning approach	44
Modified-mean-shift-based noisy label detection for hyperspectral image classification	42
3D edge-based and nodal finite element modeling of magnetotelluric in general anisotropic media	40
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	39
Validation of a multicomponent reactive-transport model at pore scale based on the coupling of COMSOL and PhreeqC	39
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	38
HPC cluster-based user-defined data integration platform for deep learning in geoscience applications	38
Quantitative analysis of fracture evolution in fold: Insights from FDEM modelling	38
Multiscale reconstruction of porous media based on multiple dictionaries learning	37
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	37