Mathematical Geosciences

Papers
(The H4-Index of Mathematical Geosciences is 16. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)40
Robust Feature Extraction for Geochemical Anomaly Recognition Using a Stacked Convolutional Denoising Autoencoder39
Graph Deep Learning Model for Mapping Mineral Prospectivity38
A Coarse-to-Fine Approach for Intelligent Logging Lithology Identification with Extremely Randomized Trees23
Classical and Robust Regression Analysis with Compositional Data23
A Physically Constrained Variational Autoencoder for Geochemical Pattern Recognition23
Fusion of Geochemical and Remote-Sensing Data for Lithological Mapping Using Random Forest Metric Learning23
Three-Dimensional Structural Geological Modeling Using Graph Neural Networks22
MIN3P-HPC: A High-Performance Unstructured Grid Code for Subsurface Flow and Reactive Transport Simulation22
A Truly Spatial Random Forests Algorithm for Geoscience Data Analysis and Modelling22
Quantifying the Tetrad Effect, Shape Components, and Ce–Eu–Gd Anomalies in Rare Earth Element Patterns22
One Step at a Time: The Origins of Sequential Simulation and Beyond20
Contaminant Source Identification in Aquifers: A Critical View18
Statistical Interpolation of Spatially Varying but Sparsely Measured 3D Geo-Data Using Compressive Sensing and Variational Bayesian Inference18
Stochastic Modelling of Mineral Exploration Targets17
Entropy and Information Content of Geostatistical Models16
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