Deep Learning for Prediction of Complex Geology Ahead of Drilling. - Kristian Fossum; Sergey Alyaev; Jan Tveranger; Ahmed H. Elsheikh (ICCS (2), 2021)

Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error. - Mohammad Nezhadali; Tuhin Bhakta; Kristian Fossum; Trond Mannseth (Frontiers Appl. Math. Stat., 2021)

Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network. - Sergey Alyaev; Jan Tveranger; Kristian Fossum; Ahmed H. Elsheikh (CoRR, 2022)

Verification of a real-time ensemble-based method for updating earth model based on GAN. - Kristian Fossum; Sergey Alyaev; Jan Tveranger; Ahmed H. Elsheikh (J. Comput. Sci., 2022)

Calculating Bayesian model evidence for porous-media flow using a multilevel estimator. - Trond Mannseth; Kristian Fossum; Sigurd Ivar Aanonsen (J. Comput. Phys., 2024)

Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters. - Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar B. Bratvold; Ressi Bonti Muhammad; Apoorv Srivastava (ICCS (Workshops 1), 2025)

DISTINGUISH Workflow: A New Paradigm of Dynamic Well Placement Using Generative Machine Learning. - Sergey Alyaev; Kristian Fossum; Hibat Errahmen Djecta; Jan Tveranger; Ahmed H. Elsheikh (CoRR, 2025)