An inversion algorithm is commonly used to estimate the elastic properties, such as P-wave
velocity (VP), S-wave velocity (VS), and density (ρ) of the earth's subsurface. Generally, the …

The impedance inversion technique plays a crucial role in seismic reservoir properties
prediction. However, most existing impedance inversion methods often suffer from spatial …

Prestack or angle stack gathers are inverted to estimate pseudologs at every surface
location for building reservoir models. Recently, several methods have been proposed to …

Deep learning is widely used for seismic impedance inversion, but few work provides in-
depth research and analysis on designing the architectures of deep neural networks and …

地震数据预测储层物性参数是地震储层预测的核心内容. 传统上, 地震反演预测储层参数通过
间接方法实现, 会带来极大的不确定性和累计误差, 降低储层参数的预测精度 …

We have developed a lateral constraint to the inversion of 1D seismic impedance models to
suppress the effect of data noise and improve the fidelity of formation boundaries in 2D …

摘要裂缝预测是非常规油气储层勘探开发的重要环节. 地震振幅随入射角和方位变化(Seismic
Amplitude Variation with the Angle And Azimuth, 即AVOAZ) 的反演方法是地下裂缝参数预测 …

Conventional reflectivity inversion methods are based on a stationary convolution model
and theoretically require stationary seismic traces as input (ie, those free of attenuation and …

Engineering dessert evaluation is an important role in the exploration and development of
unconventional oil and gas reservoirs such as shale. Brittleness and fracture parameter …

Coherent seismic noise is usually difficult to attenuate due to the similar morphological
patterns between noise and useful signals. To attenuate coherent noise, special …