Data Driven Modeling and Predictive Analytics for Waterflooding Operations using Reservoir Simulations

Data driven modeling (DDM) techniques implement machine learning (ML) to analyze data and discover connections without explicit knowledge of the physical behavior. Recent improvements in technology and computational power have increased interest in the application of DDM in petroleum industry. Recov...

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Bibliographic Details
Main Author: Liao, Xuan
Other Authors: Hughes, Richard
Format: Others
Language:en
Published: LSU 2017
Subjects:
Online Access:http://etd.lsu.edu/docs/available/etd-07092017-164637/