OOIR: Observatory of International Research

Papers

(The TQCC of Mathematical Geosciences is 5. 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 2021-04-01 to 2025-04-01.)

Article	Citations
A New Numerical Simulation Framework to Model the Electric Interfacial Polarization Effects and Corresponding Impacts on Complex Dielectric Permittivity Measurements in Sedimentary Rocks	77
Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling	41
Mapping the Evolution of Mathematical Geoscience Research with Big Literature Data and Context-Aware Text Mining	41
The Editor’s Best Reviewer Award 2020	39
2023 Andrei Borisovich Vistelius Research Award: Shaunna Morrison	35
2.5D Hexahedral Meshing for Reservoir Simulations	34
Drill Pattern Optimisation for Large Complex Blasts to Improve Fragmentation and Dig Efficiency	31
A Method to Extract Image Features and Lineaments Based on a Multi-hillshade Continuous Wavelet Transform	30
Geostatistical Facies Simulation based on Training Image Using Generative Networks and Gradual Deformation	30
Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy	28
Real-time Uncertain Geological Boundaries Updating for Improved Block Model Quality Control Based on Blast Hole Data: A Case Study for Golgohar Iron Ore Mine in Southeastern Iran	26
The Anomaly Detector, Semi-supervised Classifier, and Supervised Classifier Based on K-Nearest Neighbors in Geochemical Anomaly Detection: A Comparative Study	25
Unbiased Proxy Calibration	24
Automatic Semivariogram Modeling by Convolutional Neural Network	22
Generative Adversarial Network Applied to Ore Type Modeling in Complex Geological Environments	19
Stochastic Modeling of Stratospheric Temperature	18
A Monte Carlo-based Workflow for Geochemical Anomaly Identification Under Uncertainty and Global Sensitivity Analysis of Model Parameters	17
Correction to: Multilevel Graph Partitioning for Three-Dimensional Discrete Fracture Network Flow Simulations	16
Weighting of Parts in Compositional Data Analysis: Advances and Applications	14
Teaching Numerical Groundwater Flow Modeling with Spreadsheets	14
Stochastic Modeling of Subseismic Faults Conditioned on Displacement and Orientation Maps	14
Generalized Solution for Double-Porosity Flow Through a Graded Excavation Damaged Zone	13
Properties and Comparison of Some Kriging Sub-model Aggregation Methods	13
Dario Grana, Tapan Mukerji, and Philippe Doyen: Seismic Reservoir Modeling: Theory, Examples, and Algorithms	13
Effects of Fluid Pressure Development on Hydrothermal Mineralization via Cellular Automaton Simulation	12

Stochastic Inversion of Gravity Data Accounting for Structural Uncertainty	12
Occurrence Apparent Velocities for Identification and Quantification of Space–Time Clustering Precursory to a Large Earthquake. Application to Large (M > 7.0) Earthquakes in Southern California and	12
Bridging Deep Convolutional Autoencoders and Ensemble Smoothers for Improved Estimation of Channelized Reservoirs	12
Incorporating Geological Knowledge into Deep Learning to Enhance Geochemical Anomaly Identification Related to Mineralization and Interpretability	11
A New Non-stationary High-order Spatial Sequential Simulation Method	11
Long-Term Copper Production to 2100	11
Lithology Identification of UAV Oblique Photography Images Based on Semantic Segmentation Neural Network Algorithm	11
Porosity Dynamics through Carbonate-Reaction Kinetics in High-Temperature Aquifer Storage Applications	11
Quantification of Fracture Roughness by Change Probabilities and Hurst Exponents	11
Compositional Scalar-on-Function Regression with Application to Sediment Particle Size Distributions	10
A Truly Spatial Random Forests Algorithm for Geoscience Data Analysis and Modelling	9
Adaptive POD-Galerkin Technique for Reservoir Simulation and Optimization	9
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data	8
Three-Dimensional Structural Geological Modeling Using Graph Neural Networks	8
Best Paper Award 2020	8
Estimation of Reservoir Fracture Properties from Seismic Data Using Markov Chain Monte Carlo Methods	8
Graph Deep Learning Model for Mapping Mineral Prospectivity	8
A Mimetic Finite-Difference Method for Two-Dimensional DC Resistivity Modeling	8
Causality Inference: A Comparison of Two Methods with Application to North Atlantic Oscillation and Rainfall in Greece	8
Mathematical Geosciences Best Paper Award 2021	8
Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modeling and Automation	8
Quantifying the Tetrad Effect, Shape Components, and Ce–Eu–Gd Anomalies in Rare Earth Element Patterns	7
Taking Better Advantage of Fold Axis Data to Characterize Anisotropy of Complex Folded Structures in the Implicit Modeling Framework	7
Teaching Groundwater Flow and Contaminant Transport Modeling via a Sand-Tank Model	7
Stochastic Geomodeling of Karst Morphology by Dynamic Graph Dissolution	7
Parameter Estimation for a Mixed Copula Based on Renyi Entropy: A Case Study of Annual Precipitation	7
An Uncertainty Analysis Method Based on a Globally Optimal Truth Discovery Model for Mineral Prospectivity Mapping	7
Extension of Fourier Neural Operator from Three-Dimensional (x, y, t) to Four-Dimensional (x, y, z, t) Subsurface Flow Simulation	7
Uncertainty Quantification in Tomographic Inversion of Near-Surface Seismic Refraction Data	6
Monitoring Mining Activity and Vegetation Recovery in Rare Earth Element Mining Areas	6
Using Pattern Counts to Quantify the Difference Between a Pair of Three-Dimensional Realizations	6
Multivariate Geostatistical Simulation and Deep Q-Learning to Optimize Mining Decisions	6
Spatial-Spectrum Two-Branch Model Based on a Superpixel Graph Convolutional Network and 1DCNN for Geochemical Anomaly Identification	6
Uncertainty Quantification in Geostatistical Modelling of Saltwater Intrusion at a Coastal Aquifer System	6
Three-Dimensional Refined Modelling of Deep Structures by Using the Level Set Method: Application to the Zhaoping Detachment Fault, Jiaodong Peninsula, China	6
Addressing Configuration Uncertainty in Well Conditioning for a Rule-Based Model	6
High-Order Data-Driven Spatial Simulation of Categorical Variables	5
Projection Pursuit Random Forest for Mineral Prospectivity Mapping	5
Three-Dimensional Inversion of Gravity Data Using the Levy PDF for Depth Weighting and a Rank Order Smoothing Constraint	5
Variational Autoencoder or Generative Adversarial Networks? A Comparison of Two Deep Learning Methods for Flow and Transport Data Assimilation	5
Special Issue: Geostatistics Applied to Environmental Applications	5
Regularisation and Deregularisation of Covariances and Variograms for Univariate Random Functions in One-dimensional Space	5
Multivariate Cross-Validation and Measures of Accuracy and Precision	5
Geologically Constrained Convolutional Neural Network for Mineral Prospectivity Mapping	5
The Geographical Pattern of Local Statistical Dispersion of Environmental Radon in Europe	5
Towards a Model-Based Interpretation of Measurements of Mineralogical and Chemical Compositions	5
Optimization of Borehole Thermal Energy Storage Systems Using a Genetic Algorithm	5
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards	5
Missing Rainfall Daily Data: A Comparison Among Gap-Filling Approaches	5