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APPLICATIONS OF MACHINE LEARNING METHODS IN THE GENERATION OF SUBSURFACE MEASUREMENTS
(2018-05-11)
Machine learning methods have been used in the Oil and Gas industry for about thirty years. Applications range from interpretations of geophysical, well and seismic responses, identification of minerals, analysis of rock ...
Impacts of Acoustic Waves on the Gas-Liquid Interface within Capillary Tubes
(2017-05-12)
The focus of this thesis is specifically on the effect that ultrasonic waves have on the interface curvature and subsequent capillary pressure alterations within capillary tubes. In order to optimize current ultrasonic ...
DATA-DRIVEN REAL-TIME GEOSTEERING USING SURFACE DRILLING DATA
(2019-12-13)
In this thesis I present a method for estimating lithology or deriving formation properties from real-time surface drilling data. This information can then be used to enhance real-time geosteering capabilities. Current ...
Effect of Nanoparticles and Solvent Based Emulsion on Heavy Oil Viscosity
(2016-05)
Considering the fact that heavy oil and bitumen constitutes about 70% of world’s total oil resources, it is not surprising that the quest to produce heavy oil has attained industry wide attention. Because of extremely high ...