22 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Using machine learning to reduce ensembles of geological models for oil and gas exploration
Anna Roubícková, Lucy MacGregor, Nick Brown +2
Exploration using borehole drilling is a key activity in determining the most appropriate locations for the petroleum industry to develop oil fields. However, estimating the amount…
physics.geo-ph2020★ 22 cited
Machine learning on Crays to optimise petrophysical workflows in oil and gas exploration
Nick Brown, Anna Roubickova, Ioanna Lampaki +3
The oil and gas industry is awash with sub-surface data, which is used to characterize the rock and fluid properties beneath the seabed. This in turn drives commercial decision mak…