4.7 Article

Elastic Properties Estimation From Prestack Seismic Data Using GGCNNs and Application on Tight Sandstone Reservoir Characterization

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Geochemistry & Geophysics

ADDCNN: An Attention-Based Deep Dilated Convolutional Neural Network for Seismic Facies Analysis With Interpretable SpatialSpectral Maps

Fangyu Li et al.

Summary: This article proposes an interpretable deep learning model based on three-dimensional seismic facies features, improving the accuracy of automatic seismic facies analysis through a soft attention mechanism and revealing subtle relationships between geological depositions and seismic spectral responses.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2021)

Article Geochemistry & Geophysics

Common-azimuth seismic data fault analysis using residual UNet

Naihao Liu et al.

INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION (2020)

Article Geochemistry & Geophysics

Role of Saturation on Elastic Dispersion and Attenuation of Tight Rocks: An Experimental Study

Hui Li et al.

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH (2020)

Article Geochemistry & Geophysics

Well-Logging Constrained Seismic Inversion Based on Closed-Loop Convolutional Neural Network

Yuqing Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

Article Geochemistry & Geophysics

Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning

Bangyu Wu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2020)

Article Energy & Fuels

Lithological facies classification using deep convolutional neural network

Yadigar Imamverdiyev et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2019)

Article Geochemistry & Geophysics

Optimal Seismic Reflectivity Inversion: Data-Driven lp -Loss-lq -Regularization Sparse Regression

Fangyu Li et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Geochemistry & Geophysics

Prestack and poststack inversion using a physics-guided convolutional neural network

Reetam Biswas et al.

INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION (2019)

Article Geochemistry & Geophysics

Convolutional neural network for seismic impedance inversion

Vishal Das et al.

GEOPHYSICS (2019)

Article Geochemistry & Geophysics

FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

Xinming Wu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Recent advances in convolutional neural networks

Jiuxiang Gu et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2015)

Proceedings Paper Computer Science, Artificial Intelligence

IMPROVEMENTS TO DEEP CONVOLUTIONAL NEURAL NETWORKS FOR LVCSR

Tara N. Sainath et al.

2013 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING (ASRU) (2013)

Article Computer Science, Artificial Intelligence

A Survey on Transfer Learning

Sinno Jialin Pan et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2010)

Review Computer Science, Artificial Intelligence

Image processing with neural networks - a review

M Egmont-Petersen et al.

PATTERN RECOGNITION (2002)