23 citations
2 papers
physics.geo-ph2022★ 4 cited
Strategic Geosteering Workflow with Uncertainty Quantification and Deep Learning: A Case Study on the Goliat Field
Muzammil Hussain Rammay, Sergey Alyaev, David Selvåg Larsen +2
The real-time interpretation of the logging-while-drilling data allows us to estimate the positions and properties of the geological layers in an anisotropic subsurface environment…
eess.SP2020★ 23 cited
Modeling extra-deep electromagnetic logs using a deep neural network
Sergey Alyaev, Mostafa Shahriari, David Pardo +4
Modern geosteering is heavily dependent on real-time interpretation of deep electromagnetic (EM) measurements. We present a methodology to construct a deep neural network (DNN) mod…