Absolute acoustic impedance inversion using convolutional neural networks with transfer learning

De-aliased seismic data interpolation using a deep learning-based prediction-error filter

(2021) Wenqian Fang et al.   GEOPHYSICS

An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging

(2021) Shaoyong Liu et al.   GEOPHYSICAL PROSPECTING

Global optimization with deep-learning-based acceleration surrogate for large-scale seismic acoustic-impedance inversion

(2021) Zhaoqi Gao et al.   GEOPHYSICS

Deep learning for multidimensional seismic impedance inversion

(2021) Xinming Wu et al.   GEOPHYSICS

Double-scale supervised inversion with a data-driven forward model for low-frequency impedance recovery

(2021) Sanyi Yuan et al.   GEOPHYSICS

Finite-frequency traveltime tomography using the Generalized Rytov approximation

(2020) B Feng et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

High-resolution reservoir characterization using deep learning aided elastic full-waveform inversion: The North Sea field data example

(2020) Zhen-dong Zhang et al.   GEOPHYSICS

Inversion of Time‐Lapse Seismic Reservoir Monitoring Data Using CycleGAN: A Deep Learning‐Based Approach for Estimating Dynamic Reservoir Property Changes

(2020) Zhi Zhong et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

ML-descent: an optimization algorithm for FWI using machine learning

(2020) Bingbing Sun et al.   GEOPHYSICS

Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning

(2020) Bangyu Wu et al.   IEEE Geoscience and Remote Sensing Letters

DCNNs-Based Denoising With a Novel Data Generation for Multidimensional Geological Structures Learning

(2020) Wenjing Sang et al.   IEEE Geoscience and Remote Sensing Letters

Least-squares Gaussian beam migration in elastic media

(2019) Yubo Yue et al.   GEOPHYSICS

Deep learning for denoising

(2019) Siwei Yu et al.   GEOPHYSICS

Seismic absolute acoustic impedance inversion with L1 norm reflectivity constraint and combined first- and second-order total variation regularizations

(2019) Song Guo et al.   Journal of Geophysics and Engineering

A generalized Rytov approximation for accurate calculation of phase variation in strong perturbation media

(2019) Bo Feng et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

CONVOLUTIONAL NEURAL NETWORK FOR SEISMIC IMPEDANCE INVERSION

(2019) Vishal Das et al.   GEOPHYSICS

The effectiveness of a pseudo‐inverse extended Born operator to handle lateral heterogeneity for imaging and velocity analysis applications

(2019) Abdullah Alali et al.   GEOPHYSICAL PROSPECTING

SEISMIC FAULT DETECTION WITH CONVOLUTIONAL NEURAL NETWORK

(2018) Wei Xiong et al.   GEOPHYSICS

Selective data extension for full-waveform inversion: An efficient solution for cycle skipping

(2018) Zedong Wu et al.   GEOPHYSICS

Inversion velocity analysis in the subsurface-offset domain

(2018) Jie Hou et al.   GEOPHYSICS

Full model wavenumber inversion (FMWI): identifying sources of information for the elusive middle model wavenumbers

(2018) Tariq Alkhalifah et al.   GEOPHYSICS

Infrared and visible image fusion with convolutional neural networks

(2018) Yu Liu et al.   International Journal of Wavelets Multiresolution and Information Processing

Interpolating Seismic Data With Conditional Generative Adversarial Networks

(2018) Dario A. B. Oliveira et al.   IEEE Geoscience and Remote Sensing Letters

Impedance inversion by using the low-frequency full-waveform inversion result as a priori model

(2018) Sanyi Yuan et al.   GEOPHYSICS

A nonstationary sparse spike deconvolution with anelastic attenuation

(2018) Yuhan Sui et al.   GEOPHYSICS

Structure-, stratigraphy- and fault-guided regularization in geophysical inversion

(2017) Xinming Wu   GEOPHYSICAL JOURNAL INTERNATIONAL

Multi-focus image fusion with a deep convolutional neural network

(2017) Yu Liu et al.   Information Fusion

Seismic sparse-spike deconvolution via Toeplitz-sparse matrix factorization

(2016) Lingling Wang et al.   GEOPHYSICS

Full-model wavenumber inversion: An emphasis on the appropriate wavenumber continuation

(2016) Tariq Alkhalifah   GEOPHYSICS

A fast automatic multichannel blind seismic inversion for high-resolution impedance recovery

(2016) Ali Gholami   GEOPHYSICS

Simultaneous multitrace impedance inversion with transform-domain sparsity promotion

(2015) Sanyi Yuan et al.   GEOPHYSICS

Nonlinear multichannel impedance inversion by total-variation regularization

(2015) Ali Gholami   GEOPHYSICS

First-break traveltime tomography with the double-square-root eikonal equation

(2013) Siwei Li et al.   GEOPHYSICS

Image-guided sparse-model full waveform inversion

(2012) Yong Ma et al.   GEOPHYSICS

Seismic sparse-layer reflectivity inversion using basis pursuit decomposition

(2011) Rui Zhang et al.   GEOPHYSICS

Waveform inversion in the Laplace-Fourier domain

(2009) Changsoo Shin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

True-amplitude Gaussian-beam migration

(2009) Samuel H. Gray et al.   GEOPHYSICS

A decade of tomography

(2008) Marta Jo Woodward et al.   GEOPHYSICS

Stochastic sparse-spike deconvolution

(2008) Danilo R. Velis   GEOPHYSICS