Petrophysical parameter estimation using a rock-physics model and collaborative sparse representation

Y Wang, B Shen, Z Yu, L Li, T Zhang, T Chen - Geophysics, 2024 - library.seg.org
The estimation of petrophysical parameters is key in the identification of underground
reservoirs. Current petrophysical parameter estimation methods are typically constrained by …

Seismic Multi-Channel Deconvolution via 2D K-SVD and MSD-oCSC

Y Wang, X Gao, G Zhang, B Zou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The deconvolution method is crucial for enhancing seismic resolution. Traditional
multichannel schemes incorporate lateral constraints to enhance data continuity and …

Seismic impedance inversion using dictionary learning-based sparse representation and nonlocal similarity

B She, Y Wang, Z Liu, H Cai, W Liu, G Hu - Interpretation, 2019 - library.seg.org
We have addressed the seismic impedance inversion problem, which is often ill posed
because of inaccurate and insufficient data. The approach taken is based on dictionary …

Machine-learning-based prediction of regularization parameters for seismic inverse problems

S Liu, J Zhang - Acta Geophysica, 2021 - Springer
Regularization parameter selection (RPS) is one of the most important tasks in solving
inverse problems. The most common approaches seek the optimal regularization parameter …

Stable absorption compensation with lateral constraint

X Ma, G Li, H Li, J Li, X Fan - Acta Geophysica, 2020 - Springer
The presence of seismic absorption distorts seismic record and reduces seismogram
resolution, which can be partially compensated by application of absorption compensation …

Structure-Guided Multiscale Impedance Inversion Based on Modified Total Variation Regularization

H Li, Y Cui, P Wang, Y Guo, Y Yuan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Seismic impedance inversion is an effective technique for estimating subsurface rock
attributes from poststack data. The inversion efficacy, however, can be compromised by …

双层稀疏组Lasso 高分辨SAR 结构特征增强成像.

杨磊, 李慧娟, 黄博, 刘伟… - Systems Engineering & …, 2021 - search.ebscohost.com
针对合成孔径雷达(syntheticapertureradar, SAR) 成像中, 基于 1 正则化线性回归(简称为
Lasso) 的凸优化类算法在进行稀疏特征增强时会导致弱散射体结构特征丢失 …

[HTML][HTML] Near-surface velocity inversion from Rayleigh wave dispersion curves based on a differential evolution simulated annealing algorithm

Y Wang, H Wang, X Wu, K Chen, S Liu… - Artificial Intelligence in …, 2021 - Elsevier
The utilization of urban underground space in a smart city requires an accurate
understanding of the underground structure. As an effective technique, Rayleigh wave …

Structure-oriented prestack waveform inversion

J Zhang, X Zhao, J Li, X Chen - Geophysics, 2022 - library.seg.org
The prediction of elastic parameters (ie, P-, S-wave velocity, and density) is one of the key
tasks of seismic reservoir characterization. The amplitude-variation-with-offset/angle seismic …

Sparse seismic reflectivity inversion using an adaptive fast iterative shrinkage‐thresholding algorithm

C Li, X Liu - Geophysical Prospecting, 2022 - earthdoc.org
Seismic reflectivity inversion using l 1‐norm regularization produces sparse solutions by
applying an l 1‐norm constraint. The fast iterative shrinkage‐thresholding algorithm is one of …