Kristian Fossum

According to our database, Kristian Fossum authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

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, March, 2025

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

Proceedings of the Computational Science - ICCS 2025 Workshops, 2025

2024

Calculating Bayesian model evidence for porous-media flow using a multilevel estimator.

Trond Mannseth, Kristian Fossum, Sigurd Ivar Aanonsen

J. Comput. Phys., 2024

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

Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network.

Sergey Alyaev, Jan Tveranger, Kristian Fossum, Ahmed H. Elsheikh

CoRR, 2022

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

Deep Learning for Prediction of Complex Geology Ahead of Drilling.

Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh

Proceedings of the Computational Science - ICCS 2021, 2021