Kristian Fossum

Marginalized iterative ensemble smoothers for data assimilation – Computational Geosciences 2023

Bayesian model evaluation for multiple scenarios – Computational Geosciences 2023

Sequential multilevel assimilation of inverted seismic data – Computational Geosciences 2023

Enhancing the Detectability of Deep-Sensing Borehole Electromagnetic Instruments by Joint Inversion of Multiple Logs Within a Probabilistic Geosteering Workflow – Petrophysics 2023

Towards Application of Multilevel Data Assimilation in Realistic Reservoir History-Matching Problems – 2022

Verification of a real-time ensemble-based method for updating earth model based on GAN – Journal of Computational Science 2022

Iterative multilevel assimilation of inverted seismic data – Computational Geosciences 2022

Ensemble-Based Well-Log Interpretation and Uncertainty Quantification for Well Geosteering – Geophysics 2022

Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network (conference extended abstract) – 2021

Reducing 3D uncertainty by an ensemble-based geosteering workflow: an example from the Goliat field – 2021

Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network – First Break 2021

4D seismic history matching – Journal of Petroleum Science and Engineering 2021

Deep learning for prediction of complex geology ahead of drilling – Lecture Notes in Computer Science (LNCS) 2021

Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error – Frontiers in Applied Mathematics and Statistics 2021

Real-Time Ensemble-Based Well-Log Interpretation for Geosteering – 2021

A novel approach to multilevel data assimilation – 2020

Assessment of multilevel ensemble-based data assimilation for reservoir history matching – Computational Geosciences 2020

Assisted History Matching of 4Dseismic Data - A Comparative Study – 2019

A decision support system for multi-target geosteering – Journal of Petroleum Science and Engineering 2019

Assimilating spatially dense data for subsurface applications - balancing information and degrees of freedom – Computational Geosciences 2018

Coarse-scale data assimilation as a generic alternative to localization – Computational Geosciences 2017

Assessment of ordered sequential data assimilation – Computational Geosciences 2015

Parameter sampling capabilities of sequential and simultaneous data assimilation: II. Statistical analysis of numerical results – Inverse Problems 2014

Parameter sampling capabilities of sequential and simultaneous data assimilation: I. Analytical comparison – Inverse Problems 2014

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