• Compact models for adaptive sampling in marine robotics 

      Fossum, Trygve Olav; Ryan, John; Mukerji, Tapan; Eidsvik, Jo; Maughan, Thom; Ludvigsen, Martin; Rajan, Kanna (Journal article; Peer reviewed, 2019)
      Finding high-value locations for in situ data collection is of substantial importance in ocean science, where diverse bio-physical processes interact to create dynamically evolving phenomena. These cover a variable spatial ...
    • Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data 

      Eidsvik, Jo; Dutta, Geetartha; Mukerji, Tapan; Bhattacharjya, Debarun (Journal article, 2017)
      Value of information analysis is useful for helping a decision maker evaluate the benefits of acquiring or processing additional data. Such analysis is particularly beneficial in the petroleum industry, where information ...
    • Value of information analysis for subsurface energy resources applications 

      Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo (Journal article; Peer reviewed, 2019)
      A computationally efficient method to estimate the value of information in the context of subsurface energy resources applications is proposed. The value of information is a decision analytic metric quantifying the incremental ...
    • Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo 

      Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo (Peer reviewed; Journal article, 2019)
      Simulation-regression is a computationally efficient methodology to estimate the value of information (VOI), as it involves directly estimating the value outcomes corresponding to different data realizations by building a ...