The physics that describes the seismic response of an interval of saturated porous rocks with
known petrophysical properties is relatively well understood and includes rock physics …

One major cause of elastic wave attenuation in heterogeneous porous media is wave-
induced flow of the pore fluid between heterogeneities of various scales. It is believed that …

There are various approaches for quantitative estimation of reservoir properties from seismic
inversion. A general Bayesian formulation for the inverse problem can be implemented in …

A joint estimation of petrophysical properties is proposed that combines statistical rock
physics and Bayesian seismic inversion. Because elastic attributes are correlated with …

The estimation of rock and fluid properties from seismic attributes is an inverse problem.
Rock-physics modeling provides physical relations to link elastic and petrophysical …

We have built convolutional neural networks (CNNs) to obtain petrophysical properties in
the depth domain from prestack seismic data in the time domain. We compare two workflows …

Effective reservoir parameter prediction is important for subsurface characterization and
understanding fluid migration. However, conventional methods for obtaining porosity and …

Carbon capture and storage is being pursued globally as a geoengineering measure for
reducing the emission of anthropogenic into the atmosphere. Comprehensive monitoring …

Seismic 3D amplitude variation with offset (AVO) data from the Alvheim field in the North Sea
are inverted into lithology/fluid classes, elastic properties, and porosity. Lithology/fluid maps …

ABSTRACT I have developed a joint inversion of seismic data for the simultaneous
estimation of facies and reservoir properties, such as porosity, mineralogy, and saturation …