Browsing Matematisk institutt by Author "Pedersen, Frank Børre"

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  • Hydrocarbon production optimization in fields with different ownership and commercial interests 
    Haavardsson, Nils F.; Huseby, Arne Bang; Pedersen, Frank Børre; Lyngroth, Steinar; Xu, Jingzhen; Aasheim, Tore I. (Research report / Forskningsrapport, 2008)
    A main field and satellite fields consist of several separate reservoirs with gas cap and/or oil rim. A processing facility on the main field receives and processes the oil, gas and water from all the reservoirs. This ...
  • Pitfalls of machine learning for tail events in high risk environments 
    Agrell, Christian; Eldevik, Simen; Hafver, Andreas; Pedersen, Frank Børre; Stensrud, Erik; Huseby, Arne (Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2018)
    Most of today’s Machine Learning (ML) methods and implementations are based on correlations, in the sense of a statistical relationship between a set of inputs and the output(s) under inves- tigation. The relationship might ...