Applications of deep neural networks in exploration seismology: A technical survey

Bayesian geophysical basin modeling with seismic kinematic metrics to quantify uncertainty for pore pressure prediction

Petrophysical inversion based on f-s-r amplitude-variation-with-offset linearization and canonical correlation analysis

Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples

Brown and Korringa’s expression for the saturated bulk modulus at high frequencies: Modification of Mavko and Jizba’s squirt flow model

Consistency and prior falsification of training data in seismic deep learning: Application to offshore deltaic reservoir characterization

Petrophysical properties prediction from prestack seismic data using convolutional neural networks

Approximate Bayesian inference of seismic velocity and pore-pressure uncertainty with basin modeling, rock physics, and imaging constraints

Convolutional neural network for seismic impedance inversion

Static and dynamic effective moduli of elastic-perfectly plastic granular aggregates under normal compression

Numerical simulation of coupled fluid-solid interaction at the pore scale: A digital rock-physics technology

Particula: A simulator tool for computational rock physics of granular media

Scale effects of velocity dispersion and attenuation ( Q −1 ) in layered viscoelastic medium

Correlating geologic and seismic data with unconventional resource production curves using machine learning

Integrating statistical rock physics and pressure and thermal history modeling to map reservoir lithofacies in the deepwater Gulf of Mexico

On microscale heterogeneity in granular media and its impact on elastic property estimation

Probabilistic falsification of prior geologic uncertainty with seismic amplitude data: Application to a turbidite reservoir case

Fluid substitution in multimineralic rocks with large mineral stiffness contrast

Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data

Sensitivity study of rock-physics parameters for modeling time-lapse seismic response of Norne field