专题：Seismic Imaging and Inversion Techniques

This cluster of papers focuses on seismic waveform inversion in exploration geophysics, covering topics such as full-waveform tomography, elastic properties of rocks, frequency-dependent anisotropy, seismic data processing, and inverse problems. The papers also discuss the application of adjoint methods, rock physics, and wave equation migration in the context of geophysical imaging.
最新文献
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond

article Full Text OpenAlex

Evaluating calibration of deep fault diagnostic models under distribution shift

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Investigation of the exact solutions via sub-equation neural network method to the nonlinear systems in fluid and nuclear physics

article Full Text OpenAlex

Stress wave propagation and energy characteristics of impact-damaged and water-soaked sandstone with different length-to-diameter ratios

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VMD-SE-CEEMDAN-BO-CNNGRU: A Dual-Stage Mode Decomposition Hybrid Deep Learning Model for Microseismic Time Series Prediction

article Full Text OpenAlex

FracLab: A robust 3D DFN generator for coupled stress-flow-transport modeling of complex fractured media

article Full Text OpenAlex

Fusion of Limited Site-Specific Borehole Logs and Geophysical Data from a Different Site for Three-Dimensional Subsurface Geological Modeling Using Multiscale Generative Adversarial Network

article Full Text OpenAlex

Experimental study of the characteristics of reverse fault slip induced by hydraulic fracturing

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A Novel Seismic Anisotropic Dispersion Attribute Inversion Method for Fracture Characterization in Orthorhombic Shale Gas Reservoirs

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Settling behavior and mechanism analysis of kaolinite as a fracture proppant of hydrocarbon reservoirs in CO2 fracturing fluid

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近5年高被引文献
Deep Learning for Geophysics: Current and Future Trends

article Full Text OpenAlex 366 FWCI32.074

Deep-learning seismology

review Full Text OpenAlex 315 FWCI8.78

Theory and practice of irregular sampling

book-chapter Full Text OpenAlex 284 FWCI36.216

A Review of Hydraulic Fracturing Simulation

review Full Text OpenAlex 244 FWCI4.525

Physics‐Informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions

article Full Text OpenAlex 243 FWCI49.873

Differentiable modelling to unify machine learning and physical models for geosciences

review Full Text OpenAlex 220 FWCI14.08

Prediction of porous media fluid flow using physics informed neural networks

article Full Text OpenAlex 174 FWCI13.423

Acoustic Waves in Boreholes

book Full Text OpenAlex 165 FWCI4.48

Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning

article Full Text OpenAlex 164 FWCI19.71

Deep shale gas in China: Geological characteristics and development strategies

article Full Text OpenAlex 160 FWCI18.16