Chevron U.s.a. Inc.

Bruce A Power

Ke Wang

James P Disiena

Adam Dean Halpert

Laura L Bandura

Dimitri Bevc

Ellen Xiaoxia Xu

A method is described for property estimation including receiving a seismic dataset representative of a subsurface volume of interest and a well log from a well location within the subsurface volume of interest; identifying seismic traces in the seismic dataset that correspond to the well location to obtain a subset of seismic traces; windowing the subset of seismic traces and the well log to generate windowed seismic traces and a windowed well log; multiplying the windowed seismic traces and the windowed well log by a random matrix to generate a plurality of training datasets; and training a neural network using the plurality of training datasets. The method may be executed by a computer system.

Growing community of inventors

Houston, TX, United States of America

Bruce A Power