专题：Geological Modeling and Analysis

This cluster of papers focuses on geological modeling, uncertainty analysis, and visualization techniques in the field of geoscience. It explores methods for integrating multi-source data, addressing conceptual uncertainty, and incorporating stochastic modeling in 3D geological models. The papers also discuss the application of geological modeling in hydrogeological assessments and urban development, emphasizing the importance of accurate spatial representation and visualization of geological structures.
最新文献
Phase 2 (2016–2017): pre‑project – first peer‑reviewed experiment in scientific mediation

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Joint Prediction Model of Reservoir Parameters Based on Multimodal Transformer Graph Neural Operator Physical Constraint Network

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Dual-Modal Feature Learning Approach for Probabilistic Semisupervised Interpretation of Subsurface Stratigraphy from Sparse Boreholes and Cone Penetration Tests

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3D Modeling of Tectonostratigraphic, Petrophysical, and Uranium Mineralization Properties for Sandstone-Type Uranium Reserve Assessment in the Shawan Formation, Chepaizi Area, Junggar Basin

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A Comprehensive Geologic Framework of the National Crustal Model for Seismic Hazard Studies in the Conterminous United States

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Construction of tertiary oil recovery dynamic analysis system based on numerical simulation and data driving

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Deep Hierarchical Graph Correlation: A Two-Stage Approach to Well-Log Alignment Using CNNs and Dynamic Programming

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Probabilistic characterization of 3D geotechnical variability by fusion of multi-fidelity measurements using Gaussian Process Regression

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Research on the visualization method of lithology intelligent recognition based on deep learning using mine tunnel images

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3D mineral prospectivity modeling using a multi-scale CNN–transformer: A case study from the Siahcheshmeh gold deposit, NW Iran

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近5年高被引文献
Isostasy and Flexure of the Lithosphere

book-chapter Full Text OpenAlex 834 FWCI4.2762

Treatise on Geomorphology

book Full Text OpenAlex 183 FWCI34.5393

Polish Geological Institute Special Papers

paratext Full Text OpenAlex 136 FWCI0

BIM/GIS data integration from the perspective of information flow

article Full Text OpenAlex 120 FWCI11.8402

Geostatistical reservoir modeling

preprint Full Text OpenAlex 118 FWCI94.96162708

Computational Geomechanics

book Full Text OpenAlex 117 FWCI16.3399

A Novel Scenarios Engineering Methodology for Foundation Models in Metaverse

article Full Text OpenAlex 113 FWCI17.0096

CO2 storage in depleted oil and gas reservoirs: A review

review Full Text OpenAlex 94 FWCI11.6653

Data-driven construction of Three-dimensional subsurface geological models from limited Site-specific boreholes and prior geological knowledge for underground digital twin

article Full Text OpenAlex 90 FWCI12.4892

Iterative integration of deep learning in hybrid Earth surface system modelling

review Full Text OpenAlex 87 FWCI18.7726