Latest Research in Reservoir Physics and Computational Geomodeling

206 research papers · 2026 median publication year

Top Research Topics in Reservoir Physics and Computational Geomodeling

Highest-Cited Papers

  1. Coupled numerical and explainable machine-learning assessment of cracked diaphragm walls in anisotropic earth dams
  2. Intelligent classification method for surrounding rock in subsea tunnels: multi-source parameter perception and model construction
  3. Two-phase flow simulation in low-permeability heterogeneous reservoirs with a fully implicit scheme-based enriched physics-informed neural network
  4. PHYSICS-INFORMED NEURAL NETWORKS FOR MARTIAN THERMAL DIFFUSIVITY RECOVERY AND THE ROLE OF THE MEASUREMENT MODEL
  5. Multi-feature SCPTU data driven prediction of undrained shear strength of clay using DBO-optimized CNN-BiLSTM with attention mechanism
  6. Coupled hydromechanical modeling of mine water rebound-induced seismicity at the Gardanne mine, France
  7. Investigation of dynamic fragmentation in bidisperse flow impact against a rigid barrier
  8. High-fidelity spatiotemporal evolution of CO₂ storage in saline aquifers: A physics-synergized deep learning framework for CO₂ plume prediction and super-resolution reconstruction
  9. Characterization of spatial heterogeneity in an open-pit mine slope based on boreholes and UAV photogrammetry, with stability assessment and application to monitoring layout: a case study
  10. Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow
  11. SIMULATION OF THE MOVEMENT OF THE FIBROUS MASS IN THE ZONE BETWEEN THE ROTATING ROLLERS OF THE GIN FEEDER
  12. Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow
  13. Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow
  14. Adaptive Connectivity and Robust Plane Extraction from Microseismic Event Clouds: A Systematic Benchmark and Conditional Case Study
  15. Rock Mass Risk Assessment Coupling Microseismic Monitoring with Mining–Filling Data: A Deep Mine Case Study from the Sishanling Iron Mine
  16. Revisiting Laterolog LL7 Data Inversion for Improved Resistivity Reconstruction and Boundary Detection in Multiple Thin-Bed Reservoirs
  17. Interpretable machine learning for automatic rock mass classification in TBM tunneling: a case study of Beishan URL
  18. Environmentally informed prediction of ultimate bearing capacity using Kernel-SVM and PLAXIS 3D FEM for sustainable geotechnical design
  19. Well-log depth alignment: a critical review and field-based comparison of classical and machine-learning methods
  20. A Probability Integral Prediction Model for Goaf-Induced Slope Subsidence Considering Slope-Angle Transition and an Independent Horizontal-Segment Solution

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L2 Region - - 2026 Sep Q3

Reservoir Physics and Computational Geomodeling

206 papers

Top Topics (10)

Rock Mechanics and Modeling22
Hydraulic flow and structures14
Geotechnical Engineering and Analysis13
Landslides and related hazards10
Seismic Imaging and Inversion Techniques10
Drilling and Well Engineering9
Geotechnical Engineering and Soil Mechanics8
Dam Engineering and Safety7
Soil Mechanics and Vehicle Dynamics7
Planetary Science and Exploration6

Top Publications (20)

1.Coupled numerical and explainable machine-learning assessment of cracked diaphragm walls in anisotropic earth dams2.Intelligent classification method for surrounding rock in subsea tunnels: multi-source parameter perception and model construction3.Two-phase flow simulation in low-permeability heterogeneous reservoirs with a fully implicit scheme-based enriched physics-informed neural network4.PHYSICS-INFORMED NEURAL NETWORKS FOR MARTIAN THERMAL DIFFUSIVITY RECOVERY AND THE ROLE OF THE MEASUREMENT MODEL5.Multi-feature SCPTU data driven prediction of undrained shear strength of clay using DBO-optimized CNN-BiLSTM with attention mechanism6.Coupled hydromechanical modeling of mine water rebound-induced seismicity at the Gardanne mine, France7.Investigation of dynamic fragmentation in bidisperse flow impact against a rigid barrier8.High-fidelity spatiotemporal evolution of CO₂ storage in saline aquifers: A physics-synergized deep learning framework for CO₂ plume prediction and super-resolution reconstruction9.Characterization of spatial heterogeneity in an open-pit mine slope based on boreholes and UAV photogrammetry, with stability assessment and application to monitoring layout: a case study10.Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow11.SIMULATION OF THE MOVEMENT OF THE FIBROUS MASS IN THE ZONE BETWEEN THE ROTATING ROLLERS OF THE GIN FEEDER12.Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow13.Dual-Representation Mondrian Conformal Assignment of Pressure-Transient GeoTypes: An Independent Reproduction and Extension for Fractured-Reservoir Flow14.Adaptive Connectivity and Robust Plane Extraction from Microseismic Event Clouds: A Systematic Benchmark and Conditional Case Study15.Rock Mass Risk Assessment Coupling Microseismic Monitoring with Mining–Filling Data: A Deep Mine Case Study from the Sishanling Iron Mine16.Revisiting Laterolog LL7 Data Inversion for Improved Resistivity Reconstruction and Boundary Detection in Multiple Thin-Bed Reservoirs17.Interpretable machine learning for automatic rock mass classification in TBM tunneling: a case study of Beishan URL18.Environmentally informed prediction of ultimate bearing capacity using Kernel-SVM and PLAXIS 3D FEM for sustainable geotechnical design19.Well-log depth alignment: a critical review and field-based comparison of classical and machine-learning methods20.A Probability Integral Prediction Model for Goaf-Induced Slope Subsidence Considering Slope-Angle Transition and an Independent Horizontal-Segment Solution

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