OOIR: Observatory of International Research

Papers

(The TQCC of Mathematical Geosciences is 4. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Drill Pattern Optimisation for Large Complex Blasts to Improve Fragmentation and Dig Efficiency	63
Lithology Identification of UAV Oblique Photography Images Based on Semantic Segmentation Neural Network Algorithm	46
A New Non-stationary High-order Spatial Sequential Simulation Method	46
A New Numerical Simulation Framework to Model the Electric Interfacial Polarization Effects and Corresponding Impacts on Complex Dielectric Permittivity Measurements in Sedimentary Rocks	36
Unbiased Proxy Calibration	32
Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling	29
A Special Issue on Petroleum Geostatistics	28
Porosity Dynamics through Carbonate-Reaction Kinetics in High-Temperature Aquifer Storage Applications	27
The Editor’s Best Reviewer Award 2020	25
Dario Grana, Tapan Mukerji, and Philippe Doyen: Seismic Reservoir Modeling: Theory, Examples, and Algorithms	23
Stochastic Inversion of Gravity Data Accounting for Structural Uncertainty	23
The Anomaly Detector, Semi-supervised Classifier, and Supervised Classifier Based on K-Nearest Neighbors in Geochemical Anomaly Detection: A Comparative Study	21
Bridging Deep Convolutional Autoencoders and Ensemble Smoothers for Improved Estimation of Channelized Reservoirs	21
Teaching Numerical Groundwater Flow Modeling with Spreadsheets	20
2.5D Hexahedral Meshing for Reservoir Simulations	18
2023 Andrei Borisovich Vistelius Research Award: Shaunna Morrison	16
Properties and Comparison of Some Kriging Sub-model Aggregation Methods	15
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	14
Long-Term Copper Production to 2100	14
Quantification of Fracture Roughness by Change Probabilities and Hurst Exponents	14
Stochastic Modeling of Stratospheric Temperature	14
Stochastic Modeling of Subseismic Faults Conditioned on Displacement and Orientation Maps	14
Estimation of Reservoir Fracture Properties from Seismic Data Using Markov Chain Monte Carlo Methods	13
Automatic Semivariogram Modeling by Convolutional Neural Network	12
Weighting of Parts in Compositional Data Analysis: Advances and Applications	12

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	12
Effects of Fluid Pressure Development on Hydrothermal Mineralization via Cellular Automaton Simulation	11
Generalized Solution for Double-Porosity Flow Through a Graded Excavation Damaged Zone	11
A Method to Extract Image Features and Lineaments Based on a Multi-hillshade Continuous Wavelet Transform	11
Compositional Scalar-on-Function Regression with Application to Sediment Particle Size Distributions	10
Generative Adversarial Network Applied to Ore Type Modeling in Complex Geological Environments	10
Geostatistical Facies Simulation based on Training Image Using Generative Networks and Gradual Deformation	10
Graph Deep Learning Model for Mapping Mineral Prospectivity	10
Adaptive POD-Galerkin Technique for Reservoir Simulation and Optimization	10
Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy	9
A Monte Carlo-based Workflow for Geochemical Anomaly Identification Under Uncertainty and Global Sensitivity Analysis of Model Parameters	9
A Truly Spatial Random Forests Algorithm for Geoscience Data Analysis and Modelling	8
Incorporating Geological Knowledge into Deep Learning to Enhance Geochemical Anomaly Identification Related to Mineralization and Interpretability	8
GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)	8
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
Regularisation and Deregularisation of Covariances and Variograms for Univariate Random Functions in One-dimensional Space	7
Connectivity in Pixel-Based Facies Models	7
Taking Better Advantage of Fold Axis Data to Characterize Anisotropy of Complex Folded Structures in the Implicit Modeling Framework	7
Boolean Spectral Analysis in Categorical Reservoir Modeling	7
Correction to: Multilevel Graph Partitioning for Three-Dimensional Discrete Fracture Network Flow Simulations	7
Teaching Groundwater Flow and Contaminant Transport Modeling via a Sand-Tank Model	7
Towards a Model-Based Interpretation of Measurements of Mineralogical and Chemical Compositions	7
Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modeling and Automation	7
Stochastic Geomodeling of Karst Morphology by Dynamic Graph Dissolution	7
Acknowledgement for Reviewers for 2020	7
Multivariate Cross-Validation and Measures of Accuracy and Precision	6
Uncertainty Quantification in Tomographic Inversion of Near-Surface Seismic Refraction Data	6
Parameter Estimation for a Mixed Copula Based on Renyi Entropy: A Case Study of Annual Precipitation	6
Extension of Fourier Neural Operator from Three-Dimensional (x, y, t) to Four-Dimensional (x, y, z, t) Subsurface Flow Simulation	6
Mathematical Geosciences Best Paper Award 2021	6
Best Paper Award 2020	6
An Uncertainty Analysis Method Based on a Globally Optimal Truth Discovery Model for Mineral Prospectivity Mapping	6
Using the Graph-Cut Method to Segment the Mineralization Area in the Gejiu Region of Yunnan Province, China	5
Spatial-Spectrum Two-Branch Model Based on a Superpixel Graph Convolutional Network and 1DCNN for Geochemical Anomaly Identification	5
Monitoring Mining Activity and Vegetation Recovery in Rare Earth Element Mining Areas	5
Uncertainty Quantification in Geostatistical Modelling of Saltwater Intrusion at a Coastal Aquifer System	5
Special Issue: Geostatistics Applied to Environmental Applications	5
Three-Dimensional Inversion of Gravity Data Using the Levy PDF for Depth Weighting and a Rank Order Smoothing Constraint	4
Multivariate Geostatistical Simulation and Deep Q-Learning to Optimize Mining Decisions	4
Hybrid Parametric Classes of Isotropic Covariance Functions for Spatial Random Fields	4
Optimization of Borehole Thermal Energy Storage Systems Using a Genetic Algorithm	4
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards	4
Three-Dimensional Refined Modelling of Deep Structures by Using the Level Set Method: Application to the Zhaoping Detachment Fault, Jiaodong Peninsula, China	4
Projection Pursuit Random Forest for Mineral Prospectivity Mapping	4
A Mimetic Finite-Difference Method for Two-Dimensional DC Resistivity Modeling	4
The Geographical Pattern of Local Statistical Dispersion of Environmental Radon in Europe	4