PETROPHYSICAL FIELD EVALUATION USING SELF-ORGANIZED MAP

摘要

A method, apparatus, and program product may evaluate a field by receiving a dataset including well measurements collected from a plurality of wells in a field, generating a synthetic dataset from the received dataset by computing a plurality of synthetic samples from the received dataset using a self-organized map (SOM), and propagating one or more models generated from the synthetic dataset to the plurality of wells.