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Graph Neural Network Framework for Spatiotemporal Groundwater Level Forecasting Xiao Xia LiangErwan GloaguenDany Lauzon Special Issue 12 June 2025
Tree-Based Machine Learning and Flow Simulation for Debris Flow Susceptibility, Runout Propagation, and Dynamics in the Higher Himalayas Hamza DaudJie DouHao Ma OriginalPaper 10 June 2025
Prediction of Lithofacies and Three-Dimensional Geological Modeling Based on CNN-LSTM Spatiotemporal Networks Qianghao LiuRong LiuHaoran Zhang OriginalPaper 06 June 2025
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Sedimentary Stratigraphic Uncertainty: A Quantitative Analysis Framework Based on Information Theory and Stochastic Processes Zhicheng LeiDezhi YanYanli Wang OriginalPaper 06 May 2025
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Estimating Contaminated Soil Volumes Using a Generative Neural Network: A Hydrocarbon Case in France Herbert RakotonirinaPaul HoneineAntonin Van Exem Special Issue 05 May 2025
A Novel Progressive Many-Objective Optimization Approach for Engineering-Controllable Parameters of an Enhanced Geothermal System in the Gonghe Basin, China Jiajie YangJ. G. WangChunfai Leung OriginalPaper 02 May 2025
Geological Knowledge-Embedding Transfer-Learning Architecture for Geochemical Anomaly Identification Luyi ShiRenguang Zuo OriginalPaper 22 April 2025
Data-Driven Spectral Methods for Stochastic Surrogate Modeling and Efficient Data Assimilation in Subsurface Flows Tarek Diaa-EldeenCarl Fredrik BergMorten Hovd Special Issue Open access 21 April 2025
Two-Dimensional Stochastic Structural Geomodeling with Deep Generative Adversarial Networks Charlie GaraytNicolas DesassisThomas Romary Special Issue Open access 15 April 2025
Uncertainty Propagation in Deep Gaussian Process Networks Ítalo Gomes GonçalvesFlorian Wellmann Special Issue Open access 07 April 2025
Geostatistical Predictive Model of Drought Severity: A Case Study of Southern Portugal Miguel GomesAna CastroAmílcar Soares Special Issue Open access 04 April 2025
Predicting Geothermal Heat Flow in the Bohai Bay Basin Based on Machine Learning Methods Zhenxi GuoKewen LiJifu He OriginalPaper 26 March 2025
Causality Inference: A Comparison of Two Methods with Application to North Atlantic Oscillation and Rainfall in Greece Dionissios T. HristopulosPetros SymeonidisEmmanouil A. Varouchakis Special Issue Open access 26 March 2025
Multivariate Confluent Hypergeometric Covariance Functions with Simultaneous Flexibility over Smoothness and Tail Decay Drew YargerAnindya Bhadra OriginalPaper 25 March 2025
Lithology Identification of Imbalanced Well Log Data Based on Diffusion Model and Multiscale CNN Fengda ZhaoZhuoyi ZhaoXianshan Li OriginalPaper 22 March 2025
Implicit Difference Solution for One-Dimensional Consolidation of Unsaturated Soil: Numerical Verification and Application to Soil-Cushion System Qian HeQuan YuanJixing Cao OriginalPaper 14 March 2025
Application of Reinforcement Learning in Geostatistical Modeling Workflows Baran Can YucelSanjay Srinivasan Special Issue 11 March 2025
Mapping the Evolution of Mathematical Geoscience Research with Big Literature Data and Context-Aware Text Mining Wenjia LiZhe WangXiaogang Ma OriginalPaper Open access 05 March 2025
A Statistical Study of Latent Diffusion Models for Geological Facies Modeling Oscar OvangerDaesoo LeeErlend Aune Special Issue Open access 24 February 2025
Geostatistical Facies Simulation based on Training Image Using Generative Networks and Gradual Deformation Runhai FengDario GranaKlaus Mosegaard Special Issue 06 January 2025
