Browsing Publikasjoner fra CRIStin by Subject "Bayesian inversion"

Now showing items 1-2 of 2

    • Cone penetration data classification by Bayesian inversion with a Hidden Markov model 

      Krogstad, A.; Depina, Ivan; Omre, Henning (Journal article; Peer reviewed, 2018)
      This study examines the application of the Hidden Markov model (HMM) to the soil classification based on Cone Penetration Test (CPT) measurements. The HMM is formulated in the Bayesian framework and composed of a Markov ...

    • Sparse Variational Bayesian Inversion for Subsurface Seismic Imaging 

      Urozayev, Dias; Ait-El-Fquih, Boujemaa; Peter, Daniel (Peer reviewed; Journal article, 2024)
      This article considers the Bayesian inversion of subsurface models from seismic observations, a well-known high-dimensional and ill-posed problem. A reduction of the parameters’ space is considered following a truncated ...