Browsing Publikasjoner fra Cristin by Journals "Geophysics"

Now showing items 1-2 of 2

    • Ensemble-Based Well-Log Interpretation and Uncertainty Quantification for Well Geosteering 

      Jahani, Nazanin; Ambia Garrido, Joaquin; Alyaev, Sergey; Fossum, Kristian; Suter, Erich Christian; Torres-Verdin, Carlos (Peer reviewed; Journal article, 2022)
      Hydrocarbon reservoirs are often located in spatially complex and uncertain geologic environments, where the associated costs of drilling wells for exploration and development are notoriously high. These costs may be reduced ...

    • Modeling extra-deep electromagnetic logs using a deep neural network 

      Alyaev, Sergey; Shahriari, Mostafa; Pardo, David; Omella, Ángel Javier; Larsen, David Selvåg; Jahani, Nazanin; Suter, Erich Christian (Peer reviewed; Journal article, 2021)
      Modern geosteering is heavily dependent on real-time interpretation of deep electromagnetic (EM) measurements. We have developed a methodology to construct a deep neural network (DNN) model trained to reproduce a full set ...