Blar i Fakultet for informasjonsteknologi og elektroteknikk (IE) på tidsskrift "Geophysical Prospecting"
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A Bayesian model for lithology/fluid class prediction using a Markov mesh prior fitted from a training image
(Journal article; Peer reviewed, 2019)We consider a Bayesian model for inversion of observed amplitude variation with offset data into lithology/fluid classes, and study in particular how the choice of prior distribution for the lithology/fluid classes influences ... -
Automated well log depth matching: Late fusion multimodal deep learning
(Peer reviewed; Journal article, 2022)Petrophysical interpretation and optimal correlation extraction of different measurements require accurate well log depth matching. We have developed a supervised multimodal machine learning alternative for the task of ... -
Lithology and fluid prediction from prestack seismic data using a Bayesian model with Markov process prior
(Journal article; Peer reviewed, 2012)