Application of LF-NMR measurements and supervised learning regression methods for improved characterization of heavy oils and bitumens

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Application of LF-NMR measurements and supervised learning regression methods for improved characterization of heavy oils and bitumens

This work studies the physicochemical properties of unconventional hydrocarbon resources such as heavy oils and bitumens. The principal methods used in the research consisted of LF-NMR experiments, hypothesis testing, and statistical and data-driven modeling. The research output consists of several...

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Bibliographic Details
Main Author:	Markovic, Strahinja
Format:	Thesis
Published:	Curtin University 2022
Online Access:	http://hdl.handle.net/20.500.11937/89363

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